ML Research Wiki / Benchmarks / Action Anticipation / EPIC-KITCHENS-100

EPIC-KITCHENS-100

Action Anticipation Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: Recall@5

Top Performing Models

Rank Model Paper Recall@5 Date Code
1 PlausiVL Can't make an Omelette without Breaking some Eggs: Plausible Action Anticipation using Large Video-Language Models 27.60 2024-05-30 -
2 InAViT Interaction Region Visual Transformer for Egocentric Action Anticipation 25.89 2022-11-25 📦 lahaproject/inavit
3 S-GEAR Semantically Guided Representation Learning For Action Anticipation 19.90 2024-07-02 📦 ADiko1997/S-GEAR
4 AFFT Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation 18.50 2022-10-23 📦 zeyun-zhong/afft
5 MeMViT-24 📚 MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition 17.70 2022-01-20 📦 facebookresearch/memvit
6 AVT+ Anticipative Video Transformer 15.90 2021-06-03 📦 facebookresearch/AVT
7 TempAgg Technical Report: Temporal Aggregate Representations 14.73 2021-06-06 📦 dibschat/tempAgg
8 RU-LSTM Rescaling Egocentric Vision 13.94 2020-06-23 📦 epic-kitchens/epic-kitchens-100-annotations 📦 epic-kitchens/C1-Action-Recognition-TSN-TRN-TSM 📦 epic-kitchens/epic-kitchens-slowfast

All Papers (8)

lahaproject/inavit
ADiko1997/S-GEAR
zeyun-zhong/afft
facebookresearch/memvit
facebookresearch/AVT
dibschat/tempAgg
epic-kitchens/epic-kitchens-100-annotations epic-kitchens/C1-Action-Recognition-TSN-TRN-TSM