Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/InAViT

InAViT

Reported on 15 benchmarks across 5 tasks · 1 paper · 15 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision6 results

Action AnticipationonEPIC-KITCHENS-100 (test)
recall@5· 2022-11-25
23.75
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154
Action AnticipationonEGTEA
Top-1 Accuracy· 2022-11-25
67.8
best: 68.4 (UADT)
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154
Action AnticipationonEPIC-KITCHENS-100
Recall@5· 2022-11-25
25.89
best: 27.6 (PlausiVL)
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154
Action Recognition In VideosonEPIC-KITCHENS-100 (test)
recall@5· 2022-11-25
23.75
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154
Action Recognition In VideosonEGTEA
Top-1 Accuracy· 2022-11-25
67.8
best: 68.4 (UADT)
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154
Action Recognition In VideosonEPIC-KITCHENS-100
Recall@5· 2022-11-25
25.89
best: 27.6 (PlausiVL)
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154

Robots3 results

Activity RecognitiononEPIC-KITCHENS-100 (test)
recall@5· 2022-11-25
23.75
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154
Activity RecognitiononEGTEA
Top-1 Accuracy· 2022-11-25
67.8
best: 68.4 (UADT)
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154
Activity RecognitiononEPIC-KITCHENS-100
Recall@5· 2022-11-25
25.89
best: 27.6 (PlausiVL)
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154

Time Series3 results

Action RecognitiononEPIC-KITCHENS-100 (test)
recall@5· 2022-11-25
23.75
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154
Action RecognitiononEGTEA
Top-1 Accuracy· 2022-11-25
67.8
best: 68.4 (UADT)
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154
Action RecognitiononEPIC-KITCHENS-100
Recall@5· 2022-11-25
25.89
best: 27.6 (PlausiVL)
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154

Knowledge Base3 results

2D Human Pose EstimationonEPIC-KITCHENS-100 (test)
recall@5· 2022-11-25
23.75
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154
2D Human Pose EstimationonEGTEA
Top-1 Accuracy· 2022-11-25
67.8
best: 68.4 (UADT)
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154
2D Human Pose EstimationonEPIC-KITCHENS-100
Recall@5· 2022-11-25
25.89
best: 27.6 (PlausiVL)
SOTA
Interaction Region Visual Transformer for Egocentric Action Anticipation arXiv:2211.14154