模型名称 |
适用任务 |
获取实现 |
ALBERT |
常识推理,自然语言推理,自监督学习,问答,语义文本相似度 |
https://sota.jiqizhixin.com/implements/google-research-albert |
albert |
常识推理,自然语言推理,自监督学习,问答,语义文本相似度 |
https://sota.jiqizhixin.com/implements/tensorflow-albert |
ALBERT_PaddlePaddle |
常识推理,自然语言推理,自监督学习,问答,语义文本相似度 |
https://sota.jiqizhixin.com/implements/paddlepaddle-albert_paddlepaddle |
ALBERT_transformers |
常识推理,自然语言推理,自监督学习,问答,语义文本相似度 |
https://sota.jiqizhixin.com/implements/huggingface-albert_transformers |
albert_zh |
常识推理,自然语言推理,自监督学习,问答,语义文本相似度 |
https://sota.jiqizhixin.com/implements/brightmart-albert_zh |
BART_transformers |
自然语言推理,自动摘要,问答,文本生成,机器翻译,翻译,去噪,摘要文本摘要 |
https://sota.jiqizhixin.com/implements/huggingface-bart_transformers |
BARThez |
自监督学习,自动摘要,迁移学习,自然语言理解 |
https://sota.jiqizhixin.com/implements/moussakam-barthez |
BARThez_transformers |
自监督学习,自动摘要,迁移学习,自然语言理解 |
https://sota.jiqizhixin.com/implements/huggingface-barthez_transformers |
bartpho |
去噪,自动摘要 |
https://sota.jiqizhixin.com/implements/vinairesearch-bartpho |
beit |
图像分类,语义分割,文档布局分析,文档图像分类,自监督图像分类 |
https://sota.jiqizhixin.com/implements/microsoft-beit |
beit_pytorch |
图像分类,语义分割,文档布局分析,文档图像分类,自监督图像分类 |
https://sota.jiqizhixin.com/implements/rwightman-beit_pytorch |
beit_transformers |
图像分类,语义分割,文档布局分析,文档图像分类,自监督图像分类 |
https://sota.jiqizhixin.com/implements/huggingface-beit_transformers |
bert |
文本分类,自然语言推理,情感分析,命名实体识别,问答,常识推理,类型预测,句子分类,跨语言自然语言推理,会话反应选择,自然语言理解 |
https://sota.jiqizhixin.com/implements/google-research-bert |
BERT-pytorch |
文本分类,自然语言推理,情感分析,命名实体识别,问答,常识推理,类型预测,句子分类,跨语言自然语言推理,会话反应选择,自然语言理解 |
https://sota.jiqizhixin.com/implements/codertimo-bert-pytorch |
BERTweet |
词性标注,文本分类,语言建模,情感分析,命名实体识别 |
https://sota.jiqizhixin.com/implements/vinairesearch-bertweet |
BigBird-Pegasus_bigbird |
语义文本相似度,文本分类,自然语言推理,自动摘要,问答 |
https://sota.jiqizhixin.com/implements/tensorflow-bigbird-pegasus_bigbird |
BigBird-Pegasus_bigbird |
文本分类,自然语言推理,自动摘要,问答,语义文本相似度 |
https://sota.jiqizhixin.com/implements/google-research-bigbird-pegasus_bigbird |
BigBird-Pegasus_bigbird_PaddlePaddle |
文本分类,自然语言推理,自动摘要,问答,语义文本相似度 |
https://sota.jiqizhixin.com/implements/paddlepaddle-bigbird-pegasus_bigbird_paddlepaddle |
BigBird-Pegasus_bigbird_transformers |
文本分类,自然语言推理,自动摘要,问答,语义文本相似度 |
https://sota.jiqizhixin.com/implements/huggingface-bigbird-pegasus_bigbird_transformers |
BigBird-RoBERTa_bigbird |
文本分类,自然语言推理,自动摘要,问答,语义文本相似度 |
https://sota.jiqizhixin.com/implements/tensorflow-bigbird-roberta_bigbird |
BigBird-RoBERTa_bigbird |
自动摘要,文本分类,自然语言推理,问答,语义文本相似度 |
https://sota.jiqizhixin.com/implements/google-research-bigbird-roberta_bigbird |
BigBird-RoBERTa_bigbird_PaddlePaddle |
文本分类,自然语言推理,自动摘要,问答,语义文本相似度 |
https://sota.jiqizhixin.com/implements/paddlepaddle-bigbird-roberta_bigbird_paddlepaddle |
BigBird-RoBERTa_bigbird_transformers |
文本分类,自然语言推理,自动摘要,问答,语义文本相似度 |
https://sota.jiqizhixin.com/implements/huggingface-bigbird-roberta_bigbird_transformers |
blenderbot_PaddlePaddle |
聊天机器人 |
https://sota.jiqizhixin.com/implements/paddlepaddle-blenderbot_paddlepaddle |
Blenderbot_ParlAI |
聊天机器人 |
https://sota.jiqizhixin.com/implements/facebookresearch-blenderbot_parlai |
blenderbot_transformers |
聊天机器人 |
https://sota.jiqizhixin.com/implements/huggingface-blenderbot_transformers |
blenderbotSmall_PaddlePaddle |
聊天机器人 |
https://sota.jiqizhixin.com/implements/paddlepaddle-blenderbotsmall_paddlepaddle |
BlenderbotSmall_ParlAI |
聊天机器人 |
https://sota.jiqizhixin.com/implements/facebookresearch-blenderbotsmall_parlai |
blenderbotSmall_transformers |
聊天机器人 |
https://sota.jiqizhixin.com/implements/huggingface-blenderbotsmall_transformers |
bort |
自然语言理解,神经结构搜索 |
https://sota.jiqizhixin.com/implements/alexa-bort |
bort_transformers |
自然语言理解,神经结构搜索 |
https://sota.jiqizhixin.com/implements/huggingface-bort_transformers |
byt5 |
跨语言自然语言推理,极端概括,问答,跨语言交际,跨语言问答 |
https://sota.jiqizhixin.com/implements/google-research-byt5 |
byt5_transformers |
跨语言自然语言推理,极端概括,问答,跨语言交际,跨语言问答 |
https://sota.jiqizhixin.com/implements/huggingface-byt5_transformers |
CAFFE_SSD |
目标检测 |
https://sota.jiqizhixin.com/implements/lzx1413-caffe_ssd |
CamemBERT_transformers |
自然语言推理,语言建模,命名实体识别,依赖解析,词性标注 |
https://sota.jiqizhixin.com/implements/huggingface-camembert_transformers |
canine |
自然语言理解,语言建模 |
https://sota.jiqizhixin.com/implements/google-research-canine |
canine_transformers |
语言建模 |
https://sota.jiqizhixin.com/implements/huggingface-canine_transformers |
CLIP |
少试图像分类,文本生成,自然语言理解 |
https://sota.jiqizhixin.com/implements/openai-clip |
ConvBert |
自然语言理解 |
https://sota.jiqizhixin.com/implements/yitu-opensource-convbert |
ConvBert_PaddlePaddle |
自然语言理解 |
https://sota.jiqizhixin.com/implements/paddlepaddle-convbert_paddlepaddle |
ConvBert_transformers |
自然语言理解 |
https://sota.jiqizhixin.com/implements/huggingface-convbert_transformers |
ConvNeXt |
语义分割,图像分类,目标检测,领域泛化 |
https://sota.jiqizhixin.com/implements/facebookresearch-convnext |
ConvNeXt_pytorch |
语义分割,图像分类,目标检测,领域泛化 |
https://sota.jiqizhixin.com/implements/rwightman-convnext_pytorch |
ConvNeXt_vision |
语义分割,图像分类,目标检测,领域泛化 |
https://sota.jiqizhixin.com/implements/pytorch-convnext_vision |
CPM-Generate |
零试学习,语言建模 |
https://sota.jiqizhixin.com/implements/tsinghuaai-cpm-generate |
ctrl_PaddlePaddle |
文本生成,语言建模 |
https://sota.jiqizhixin.com/implements/paddlepaddle-ctrl_paddlepaddle |
darkflow |
物体计数,目标检测,实时目标检测 |
https://sota.jiqizhixin.com/implements/thtrieu-darkflow |
DarknetYolo2_PaddleDetection |
目标检测,实时目标检测 |
https://sota.jiqizhixin.com/implements/paddlepaddle-darknetyolo2_paddledetection |
data2vec |
图像分类,自然语言理解,语音识别,自监督学习 |
https://sota.jiqizhixin.com/implements/pytorch-data2vec |
DeBERTa |
自然语言推理,情感分析,命名实体识别,问答,阅读理解,常识推理,共指消解,语义文本相似度,自然语言理解,词义消歧 |
https://sota.jiqizhixin.com/implements/microsoft-deberta |
DeBERTa_transformers |
词义消歧,自然语言推理,情感分析,命名实体识别,问答,阅读理解,常识推理,共指消解,语义文本相似度,自然语言理解 |
https://sota.jiqizhixin.com/implements/huggingface-deberta_transformers |
DeBERTa-v2 |
自然语言推理,情感分析,命名实体识别,问答,阅读理解,常识推理,共指消解,语义文本相似度,自然语言理解,词义消歧 |
https://sota.jiqizhixin.com/implements/microsoft-deberta-v2 |
DeBERTa-v2_transformers |
自然语言推理,情感分析,命名实体识别,问答,阅读理解,常识推理,共指消解,语义文本相似度,自然语言理解,词义消歧 |
https://sota.jiqizhixin.com/implements/huggingface-deberta-v2_transformers |
Deformable-ConvNets |
实时目标检测,目标检测,翻译 |
https://sota.jiqizhixin.com/implements/msracver-deformable-convnets |
deit |
细粒度图像分类,图像分类,文档布局分析,文档图像分类 |
https://sota.jiqizhixin.com/implements/facebookresearch-deit |
deit_PaddleClas |
图像分类,文档布局分析,文档图像分类,细粒度图像分类 |
https://sota.jiqizhixin.com/implements/paddlepaddle-deit_paddleclas |
deit_transformers |
图像分类,文档布局分析,文档图像分类,细粒度图像分类 |
https://sota.jiqizhixin.com/implements/huggingface-deit_transformers |
DenseNet |
图像分类,目标检测 |
https://sota.jiqizhixin.com/implements/liuzhuang13-densenet |
DETR_detr |
全景分割,目标检测 |
https://sota.jiqizhixin.com/implements/facebookresearch-detr_detr |
DETR_detr |
全景分割,目标检测 |
https://sota.jiqizhixin.com/implements/tensorflow-detr_detr |
detr_mmdetection |
全景分割,目标检测 |
https://sota.jiqizhixin.com/implements/open-mmlab-detr_mmdetection |
detr_PaddleDetection |
全景分割,目标检测 |
https://sota.jiqizhixin.com/implements/paddlepaddle-detr_paddledetection |
detr_transformers |
全景分割,目标检测 |
https://sota.jiqizhixin.com/implements/huggingface-detr_transformers |
DialoGPT |
会话反应生成 |
https://sota.jiqizhixin.com/implements/microsoft-dialogpt |
DistilBERT_PaddlePaddle |
问答,迁移学习,知识提炼,语言建模,语义文本相似度,仇恨语音检测,自然语言推理,情感分析 |
https://sota.jiqizhixin.com/implements/paddlepaddle-distilbert_paddlepaddle |
DistilBERT_transformers |
问答,迁移学习,知识提炼,语言建模,语义文本相似度,仇恨语音检测,自然语言推理,情感分析 |
https://sota.jiqizhixin.com/implements/huggingface-distilbert_transformers |
DPR |
开放域问答 |
https://sota.jiqizhixin.com/implements/facebookresearch-dpr |
DPR_haystack |
开放域问答 |
https://sota.jiqizhixin.com/implements/deepset-ai-dpr_haystack |
DPR_transformers |
开放域问答 |
https://sota.jiqizhixin.com/implements/huggingface-dpr_transformers |
electra |
问答,自然语言理解,语言建模,情感分析 |
https://sota.jiqizhixin.com/implements/google-research-electra |
Faser R-CNN_detectron |
目标检测,实时目标检测 |
https://sota.jiqizhixin.com/implements/facebookresearch-faser-r-cnn_detectron |
Faser R-CNN_PaddleDetection |
目标检测,实时目标检测 |
https://sota.jiqizhixin.com/implements/paddlepaddle-faser-r-cnn_paddledetection |
Faser R-CNN_vision |
目标检测,实时目标检测 |
https://sota.jiqizhixin.com/implements/pytorch-faser-r-cnn_vision |
fast-bert |
文本分类,自然语言推理,情感分析,命名实体识别,问答,常识推理,类型预测,句子分类,跨语言自然语言推理,会话反应选择,自然语言理解 |
https://sota.jiqizhixin.com/implements/utterworks-fast-bert |
fast-rcnn |
目标检测 |
https://sota.jiqizhixin.com/implements/rbgirshick-fast-rcnn |
fcn |
语义分割 |
https://sota.jiqizhixin.com/implements/shelhamer-fcn |
Flaubert |
语言建模,自然语言推理,文本分类,词义消歧 |
https://sota.jiqizhixin.com/implements/getalp-flaubert |
Flaubert_transformers |
语言建模,自然语言推理,文本分类,词义消歧 |
https://sota.jiqizhixin.com/implements/huggingface-flaubert_transformers |
Funnel-Transformer |
文本分类,阅读理解 |
https://sota.jiqizhixin.com/implements/laiguokun-funnel-transformer |
Funnel-Transformer_transformers |
文本分类,阅读理解 |
https://sota.jiqizhixin.com/implements/huggingface-funnel-transformer_transformers |
GoogleNet |
图像分类,目标识别,目标检测 |
https://sota.jiqizhixin.com/implements/tonyyang-googlenet |
GoogleNet_PaddleClas |
图像分类,目标识别,目标检测 |
https://sota.jiqizhixin.com/implements/paddlepaddle-googlenet_paddleclas |
GoogleNet_slim |
图像分类,目标识别,目标检测 |
https://sota.jiqizhixin.com/implements/tensorflow-googlenet_slim |
GoogleNet_vision |
目标检测,图像分类,目标识别 |
https://sota.jiqizhixin.com/implements/pytorch-googlenet_vision |
gpt_PaddlePaddle |
问答,多任务学习,文本生成,阅读理解,常识推理,机器翻译,语言建模,文件摘要,数据到文本生成,翻译 |
https://sota.jiqizhixin.com/implements/paddlepaddle-gpt_paddlepaddle |
gpt-2 |
问答,文件摘要,数据到文本生成,翻译,多任务学习,文本生成,阅读理解,常识推理,机器翻译,语言建模 |
https://sota.jiqizhixin.com/implements/openai-gpt-2 |
gpt-2_transformers |
问答,多任务学习,文本生成,阅读理解,常识推理,机器翻译,语言建模,文件摘要,数据到文本生成,翻译 |
https://sota.jiqizhixin.com/implements/huggingface-gpt-2_transformers |
gpt-2-simple |
问答,多任务学习,文本生成,阅读理解,常识推理,机器翻译,语言建模,文件摘要,数据到文本生成,翻译 |
https://sota.jiqizhixin.com/implements/minimaxir-gpt-2-simple |
HuBERT |
语言建模,表征学习,语音识别 |
https://sota.jiqizhixin.com/implements/pytorch-hubert |
ibert |
量化,自然语言推理,自然语言理解 |
https://sota.jiqizhixin.com/implements/huggingface-ibert |
I-BERT |
量化,自然语言推理,自然语言理解 |
https://sota.jiqizhixin.com/implements/kssteven418-i-bert |
image-gpt |
自监督图像分类,表征学习,图像分类 |
https://sota.jiqizhixin.com/implements/openai-image-gpt |
keras-bert |
文本分类,自然语言推理,情感分析,命名实体识别,问答,常识推理,类型预测,句子分类,跨语言自然语言推理,会话反应选择,自然语言理解 |
https://sota.jiqizhixin.com/implements/cyberzhg-keras-bert |
keras-retinanet |
目标检测,长尾学习,密集目标检测,实时目标检测,行人检测 |
https://sota.jiqizhixin.com/implements/fizyr-keras-retinanet |
layoutlm |
图像分类,文档布局分析,文档图像分类 |
https://sota.jiqizhixin.com/implements/microsoft-layoutlm |
LayoutLM_PaddleOCR |
图像分类,文档布局分析,文档图像分类 |
https://sota.jiqizhixin.com/implements/paddlepaddle-layoutlm_paddleocr |
LayoutLM_PaddlePaddle |
图像分类,文档布局分析,文档图像分类 |
https://sota.jiqizhixin.com/implements/paddlepaddle-layoutlm_paddlepaddle |
LayoutLM_transformers |
图像分类,文档布局分析,文档图像分类 |
https://sota.jiqizhixin.com/implements/huggingface-layoutlm_transformers |
LayoutLMv2 |
文档布局分析,文档图像分类,语言建模,视觉问答 |
https://sota.jiqizhixin.com/implements/microsoft-layoutlmv2 |
LayoutLMv2_PaddleOCR |
文档布局分析,文档图像分类,语言建模,视觉问答 |
https://sota.jiqizhixin.com/implements/paddlepaddle-layoutlmv2_paddleocr |
LayoutLMv2_transformers |
文档布局分析,文档图像分类,语言建模,视觉问答 |
https://sota.jiqizhixin.com/implements/huggingface-layoutlmv2_transformers |
layoutxlm |
文档理解 |
https://sota.jiqizhixin.com/implements/microsoft-layoutxlm |
layoutxlm_PaddlePaddle |
文档理解 |
https://sota.jiqizhixin.com/implements/paddlepaddle-layoutxlm_paddlepaddle |
layoutxlm_transformers |
文档理解 |
https://sota.jiqizhixin.com/implements/huggingface-layoutxlm_transformers |
LED_longformer |
问答,语言建模 |
https://sota.jiqizhixin.com/implements/allenai-led_longformer |
LED_longformer_transformers |
问答,语言建模 |
https://sota.jiqizhixin.com/implements/huggingface-led_longformer_transformers |
Longformer_longformer |
问答,语言建模 |
https://sota.jiqizhixin.com/implements/allenai-longformer_longformer |
Longformer_longformer_transformers |
问答,语言建模 |
https://sota.jiqizhixin.com/implements/huggingface-longformer_longformer_transformers |
LUKE_luke |
关系分类,语言建模,命名实体识别,实体类型,问答,关系抽取 |
https://sota.jiqizhixin.com/implements/studio-ousia-luke_luke |
luke_transformers |
语言建模,关系分类,命名实体识别,实体类型,问答,关系抽取 |
https://sota.jiqizhixin.com/implements/huggingface-luke_transformers |
lxmert |
开放域问答 |
https://sota.jiqizhixin.com/implements/airsplay-lxmert |
M2M100_fairseq |
机器翻译,翻译 |
https://sota.jiqizhixin.com/implements/pytorch-m2m100_fairseq |
M2M100_transformers |
机器翻译,翻译 |
https://sota.jiqizhixin.com/implements/huggingface-m2m100_transformers |
mae |
图像分类,语义分割,自监督学习,目标检测,自监督图像分类,领域泛化 |
https://sota.jiqizhixin.com/implements/facebookresearch-mae |
MAE-pytorch |
图像分类,语义分割,自监督学习,目标检测,自监督图像分类,领域泛化 |
https://sota.jiqizhixin.com/implements/pengzhiliang-mae-pytorch |
Mask_RCNN |
实例分割,目标检测 |
https://sota.jiqizhixin.com/implements/matterport-mask_rcnn |
MaskFormer |
语义分割,全景分割,分类 |
https://sota.jiqizhixin.com/implements/facebookresearch-maskformer |
MaskFormer_mmdetection |
语义分割,全景分割,分类 |
https://sota.jiqizhixin.com/implements/open-mmlab-maskformer_mmdetection |
mbart |
无监督机器翻译,机器翻译,翻译,去噪 |
https://sota.jiqizhixin.com/implements/pytorch-mbart |
mbart_transformers |
无监督机器翻译,机器翻译,翻译,去噪 |
https://sota.jiqizhixin.com/implements/huggingface-mbart_transformers |
Megatron-BERT_Megatron-LM |
阅读理解,语言建模 |
https://sota.jiqizhixin.com/implements/nvidia-megatron-bert_megatron-lm |
Megatron-GPT2_Megatron-LM |
阅读理解,语言建模 |
https://sota.jiqizhixin.com/implements/nvidia-megatron-gpt2_megatron-lm |
mLUKE_luke |
语言建模,跨语言迁移,跨语言问答 |
https://sota.jiqizhixin.com/implements/studio-ousia-mluke_luke |
MMBT_mmbt |
分类 |
https://sota.jiqizhixin.com/implements/thilinarajapakse-mmbt_mmbt |
MMBT_mmbt |
分类 |
https://sota.jiqizhixin.com/implements/facebookresearch-mmbt_mmbt |
mmbt_transformers |
分类 |
https://sota.jiqizhixin.com/implements/huggingface-mmbt_transformers |
MPNet |
语言建模 |
https://sota.jiqizhixin.com/implements/microsoft-mpnet |
MPNet_PaddlePaddle |
语言建模 |
https://sota.jiqizhixin.com/implements/paddlepaddle-mpnet_paddlepaddle |
MPNet_transformers |
语言建模 |
https://sota.jiqizhixin.com/implements/huggingface-mpnet_transformers |
multilingual-t5 |
问答,阅读理解,翻译,常识推理,自然语言推理 |
https://sota.jiqizhixin.com/implements/google-research-multilingual-t5 |
multilingual-t5_transformers |
问答,阅读理解,翻译,常识推理,自然语言推理 |
https://sota.jiqizhixin.com/implements/huggingface-multilingual-t5_transformers |
Nystromformer |
自然语言推理,情感分析,语义文本相似度,问答 |
https://sota.jiqizhixin.com/implements/mlpen-nystromformer |
pegasus |
摘要文本摘要,自动摘要 |
https://sota.jiqizhixin.com/implements/google-research-pegasus |
pegasus_transformers |
摘要文本摘要,自动摘要 |
https://sota.jiqizhixin.com/implements/huggingface-pegasus_transformers |
perceiver |
光流估计 |
https://sota.jiqizhixin.com/implements/deepmind-perceiver |
perceiver_transformers |
光流估计 |
https://sota.jiqizhixin.com/implements/huggingface-perceiver_transformers |
PhoBERT |
词性标注,依赖解析,自然语言推理,命名实体识别 |
https://sota.jiqizhixin.com/implements/vinairesearch-phobert |
PLBART |
程序修复,源代码摘要,文本生成,代码生成,翻译,去噪 |
https://sota.jiqizhixin.com/implements/wasiahmad-plbart |
poolformer |
图像分类,语义分割 |
https://sota.jiqizhixin.com/implements/sail-sg-poolformer |
poolformer_pytorch |
图像分类,语义分割 |
https://sota.jiqizhixin.com/implements/rwightman-poolformer_pytorch |
poolformer_transformers |
图像分类,语义分割 |
https://sota.jiqizhixin.com/implements/huggingface-poolformer_transformers |
ProphetNet_ProphetNet |
自动摘要,摘要文本摘要,问题生成 |
https://sota.jiqizhixin.com/implements/microsoft-prophetnet_prophetnet |
ProphetNet_transformers |
自动摘要,摘要文本摘要,问题生成 |
https://sota.jiqizhixin.com/implements/huggingface-prophetnet_transformers |
QDQBert_pytorch-transformers |
量化 |
https://sota.jiqizhixin.com/implements/huggingface-qdqbert_pytorch-transformers |
RAG_haystack |
文本生成,问答,事实核实 |
https://sota.jiqizhixin.com/implements/deepset-ai-rag_haystack |
RAG_transformers |
文本生成,问答,事实核实 |
https://sota.jiqizhixin.com/implements/huggingface-rag_transformers |
rcnn |
目标检测,语义分割 |
https://sota.jiqizhixin.com/implements/rbgirshick-rcnn |
realm |
问答,开放域问答,语言建模 |
https://sota.jiqizhixin.com/implements/google-research-realm |
reformer |
问答,图像生成,开放域问答,语言建模 |
https://sota.jiqizhixin.com/implements/google-reformer |
reformer_transformers |
问答,图像生成,开放域问答,语言建模 |
https://sota.jiqizhixin.com/implements/huggingface-reformer_transformers |
ResNet_deeplab |
视网膜OCT疾病分类,图像到图像的翻译,语义分割,行人属性识别,目标检测,行人重识别,图像分类 |
https://sota.jiqizhixin.com/implements/tensorflow-resnet_deeplab |
ResNet_slim |
视网膜OCT疾病分类,图像到图像的翻译,语义分割,行人属性识别,目标检测,行人重识别,图像分类 |
https://sota.jiqizhixin.com/implements/tensorflow-resnet_slim |
ResNet_vision |
视网膜OCT疾病分类,图像到图像的翻译,语义分割,行人属性识别,目标检测,行人重识别,图像分类 |
https://sota.jiqizhixin.com/implements/pytorch-resnet_vision |
retinanet_detectron2 |
目标检测,长尾学习,密集目标检测,实时目标检测,行人检测 |
https://sota.jiqizhixin.com/implements/facebookresearch-retinanet_detectron2 |
retinanet_PaddleDetection |
目标检测,长尾学习,密集目标检测,实时目标检测,行人检测 |
https://sota.jiqizhixin.com/implements/paddlepaddle-retinanet_paddledetection |
retinanet_vision |
目标检测,长尾学习,密集目标检测,实时目标检测,行人检测 |
https://sota.jiqizhixin.com/implements/pytorch-retinanet_vision |
r-fcn |
实时目标检测,目标检测,翻译 |
https://sota.jiqizhixin.com/implements/daijifeng001-r-fcn |
r-fcn_detectron |
实时目标检测,目标检测,翻译 |
https://sota.jiqizhixin.com/implements/facebookresearch-r-fcn_detectron |
roberta_fairseq |
问答,阅读理解,常识推理,类型预测,词汇简化,语言建模,语义文本相似度,自然语言推理,情感分析 |
https://sota.jiqizhixin.com/implements/pytorch-roberta_fairseq |
roberta_PaddlePaddle |
问答,阅读理解,常识推理,类型预测,词汇简化,语言建模,语义文本相似度,自然语言推理,情感分析 |
https://sota.jiqizhixin.com/implements/paddlepaddle-roberta_paddlepaddle |
roberta_transformers |
问答,阅读理解,常识推理,类型预测,词汇简化,语言建模,语义文本相似度,自然语言推理,情感分析 |
https://sota.jiqizhixin.com/implements/huggingface-roberta_transformers |
roberta_zh |
问答,阅读理解,常识推理,类型预测,词汇简化,语言建模,语义文本相似度,自然语言推理,情感分析 |
https://sota.jiqizhixin.com/implements/brightmart-roberta_zh |
roformer |
语言建模 |
https://sota.jiqizhixin.com/implements/zhuiyitechnology-roformer |
roformer_PaddlePaddle |
语言建模 |
https://sota.jiqizhixin.com/implements/paddlepaddle-roformer_paddlepaddle |
roformer_transformers |
语言建模 |
https://sota.jiqizhixin.com/implements/huggingface-roformer_transformers |
RPN_detectron |
目标检测,实时目标检测 |
https://sota.jiqizhixin.com/implements/facebookresearch-rpn_detectron |
RPN_PaddleDetection |
目标检测,实时目标检测 |
https://sota.jiqizhixin.com/implements/paddlepaddle-rpn_paddledetection |
RPN_vision |
目标检测,实时目标检测 |
https://sota.jiqizhixin.com/implements/pytorch-rpn_vision |
SegFormer |
语义分割 |
https://sota.jiqizhixin.com/implements/nvlabs-segformer |
SegFormer_PaddleSeg |
语义分割 |
https://sota.jiqizhixin.com/implements/paddlepaddle-segformer_paddleseg |
SegFormer_transformers |
语义分割 |
https://sota.jiqizhixin.com/implements/huggingface-segformer_transformers |
SEW_sew |
语音识别,无监督的预训练 |
https://sota.jiqizhixin.com/implements/asappresearch-sew_sew |
SEW-D_sew |
语音识别,无监督的预训练 |
https://sota.jiqizhixin.com/implements/asappresearch-sew-d_sew |
SpeechToTextTransformer |
机器翻译,迁移学习,翻译,多任务学习,语音识别,语音到文本翻译 |
https://sota.jiqizhixin.com/implements/pytorch-speechtotexttransformer |
SpeechToTextTransformer_transformers |
机器翻译,迁移学习,翻译,多任务学习,语音识别,语音到文本翻译 |
https://sota.jiqizhixin.com/implements/huggingface-speechtotexttransformer_transformers |
splinter |
问答 |
https://sota.jiqizhixin.com/implements/oriram-splinter |
squeezebert |
迁移学习,自然语言推理,情感分析 |
https://sota.jiqizhixin.com/implements/huggingface-squeezebert |
Swin-Transformer |
实时目标检测,实例分割,语义分割,图像分类,目标检测 |
https://sota.jiqizhixin.com/implements/microsoft-swin-transformer |
Swin-Transformer_mmdetection |
实时目标检测,实例分割,语义分割,图像分类,目标检测 |
https://sota.jiqizhixin.com/implements/open-mmlab-swin-transformer_mmdetection |
Swin-Transformer_PaddleClas |
实时目标检测,实例分割,语义分割,图像分类,目标检测 |
https://sota.jiqizhixin.com/implements/paddlepaddle-swin-transformer_paddleclas |
Swin-Transformer_PaddleDetection |
实时目标检测,实例分割,语义分割,图像分类,目标检测 |
https://sota.jiqizhixin.com/implements/paddlepaddle-swin-transformer_paddledetection |
Swin-Transformer_PaddleSeg |
实时目标检测,实例分割,语义分割,图像分类,目标检测 |
https://sota.jiqizhixin.com/implements/paddlepaddle-swin-transformer_paddleseg |
Swin-Transformer_pytorch-image-models |
实时目标检测,实例分割,语义分割,图像分类,目标检测 |
https://sota.jiqizhixin.com/implements/rwightman-swin-transformer_pytorch-image-models |
Swin-Transformer-Object-Detection |
实时目标检测,实例分割,语义分割,图像分类,目标检测 |
https://sota.jiqizhixin.com/implements/swintransformer-swin-transformer-object-detection |
Swin-Transformer-Semantic-Segmentation |
实时目标检测,实例分割,语义分割,图像分类,目标检测 |
https://sota.jiqizhixin.com/implements/swintransformer-swin-transformer-semantic-segmentation |
t5_PaddlePaddle |
语义分析,语义文本相似度,问答,迁移学习,常识推理 |
https://sota.jiqizhixin.com/implements/paddlepaddle-t5_paddlepaddle |
t5_transformers |
语义分析,语义文本相似度,问答,迁移学习,常识推理 |
https://sota.jiqizhixin.com/implements/huggingface-t5_transformers |
tapas |
语义分析,问答,迁移学习 |
https://sota.jiqizhixin.com/implements/google-research-tapas |
tapas_transformers |
语义分析,问答,迁移学习 |
https://sota.jiqizhixin.com/implements/huggingface-tapas_transformers |
text-to-text-transfer-transformer |
语义分析,语义文本相似度,问答,迁移学习,常识推理 |
https://sota.jiqizhixin.com/implements/google-research-text-to-text-transfer-transformer |
transformer-xl |
语言建模 |
https://sota.jiqizhixin.com/implements/kimiyoung-transformer-xl |
transformer-xl_PaddlePaddle |
语言建模 |
https://sota.jiqizhixin.com/implements/paddlepaddle-transformer-xl_paddlepaddle |
transformer-xl_transformers |
语言建模 |
https://sota.jiqizhixin.com/implements/huggingface-transformer-xl_transformers |
trocr |
文本生成,光学字符识别,语言建模 |
https://sota.jiqizhixin.com/implements/microsoft-trocr |
trocr_transformers |
文本生成,光学字符识别,语言建模 |
https://sota.jiqizhixin.com/implements/huggingface-trocr_transformers |
unispeech |
迁移学习,多任务学习,语音识别,自监督学习,表征学习 |
https://sota.jiqizhixin.com/implements/cywang97-unispeech |
unispeechsat |
自监督学习,表征学习,数据增强,声纹识别,语音识别,多任务学习 |
https://sota.jiqizhixin.com/implements/microsoft-unispeechsat |
VGG_slim |
图像分类 |
https://sota.jiqizhixin.com/implements/tensorflow-vgg_slim |
VGG_vision |
图像分类 |
https://sota.jiqizhixin.com/implements/pytorch-vgg_vision |
VGG16_slim |
图像分类 |
https://sota.jiqizhixin.com/implements/tensorflow-vgg16_slim |
VGG16_vision |
图像分类 |
https://sota.jiqizhixin.com/implements/pytorch-vgg16_vision |
vilt |
跨模态检索,视觉推理,视觉问答 |
https://sota.jiqizhixin.com/implements/dandelin-vilt |
vision_transformer |
图像分类,文档图像分类,细粒度图像分类 |
https://sota.jiqizhixin.com/implements/google-research-vision_transformer |
vision_transformer_kornia |
图像分类,文档图像分类,细粒度图像分类 |
https://sota.jiqizhixin.com/implements/kornia-vision_transformer_kornia |
vision_transformer_pytorch-image-models |
图像分类,文档图像分类,细粒度图像分类 |
https://sota.jiqizhixin.com/implements/rwightman-vision_transformer_pytorch-image-models |
vision_transformer_transformers |
图像分类,文档图像分类,细粒度图像分类 |
https://sota.jiqizhixin.com/implements/huggingface-vision_transformer_transformers |
vision_transformer_vision |
图像分类,文档图像分类,细粒度图像分类 |
https://sota.jiqizhixin.com/implements/pytorch-vision_transformer_vision |
Wav2Vec2_fairseq |
量化,自监督学习,语音识别 |
https://sota.jiqizhixin.com/implements/pytorch-wav2vec2_fairseq |
Wav2Vec2_PyTorch |
量化,自监督学习,语音识别 |
https://sota.jiqizhixin.com/implements/pytorch-wav2vec2_pytorch |
Wav2Vec2_transformers |
量化,自监督学习,语音识别 |
https://sota.jiqizhixin.com/implements/huggingface-wav2vec2_transformers |
WavLM |
语音识别,语音去噪,去噪,自监督学习 |
https://sota.jiqizhixin.com/implements/microsoft-wavlm |
xglm |
机器翻译,翻译,少试学习,仇恨语音检测,零试学习,自然语言推理 |
https://sota.jiqizhixin.com/implements/pytorch-xglm |
XLM_transformers |
语言建模,自然语言理解 |
https://sota.jiqizhixin.com/implements/huggingface-xlm_transformers |
XLM_XLM |
语言建模,自然语言理解 |
https://sota.jiqizhixin.com/implements/facebookresearch-xlm_xlm |
XLM-ProphetNet_ProphetNet |
自动摘要,摘要文本摘要,问题生成 |
https://sota.jiqizhixin.com/implements/microsoft-xlm-prophetnet_prophetnet |
XLM-ProphetNet_transformers |
自动摘要,摘要文本摘要,问题生成 |
https://sota.jiqizhixin.com/implements/huggingface-xlm-prophetnet_transformers |
XLM-RoBERTa_transformers |
语言建模,表征学习,跨语言迁移,NER |
https://sota.jiqizhixin.com/implements/huggingface-xlm-roberta_transformers |
XLM-RoBERTa_XLM |
语言建模,表征学习,跨语言迁移,NER |
https://sota.jiqizhixin.com/implements/facebookresearch-xlm-roberta_xlm |
xlnet |
问答,阅读理解,释义识别,语言建模,语义文本相似度,文件排名,幽默检测,文本分类,自然语言推理,情感分析 |
https://sota.jiqizhixin.com/implements/zihangdai-xlnet |
xlnet_PaddlePaddle |
问答,阅读理解,释义识别,语言建模,语义文本相似度,文件排名,幽默检测,文本分类,自然语言推理,情感分析 |
https://sota.jiqizhixin.com/implements/paddlepaddle-xlnet_paddlepaddle |
XLNet_transformers |
问答,阅读理解,释义识别,语言建模,语义文本相似度,文件排名,幽默检测,文本分类,自然语言推理,情感分析 |
https://sota.jiqizhixin.com/implements/huggingface-xlnet_transformers |
XLS-R_fairseq |
翻译,语音识别,表征学习,语言识别 |
https://sota.jiqizhixin.com/implements/pytorch-xls-r_fairseq |
yoso |
自然语言理解 |
https://sota.jiqizhixin.com/implements/mlpen-yoso |
