Video Question Answering on EgoMCQ
92.7Intra-video AccVideoDistill
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VideoDistillPretraining set=WebVid, HD-VILA, EgoCLIP, Pairs=11M2024.04 | 92.7 | 61.3 | |
| VideoDistill+Pretraining set=WebVid, HD-VILA, EgoCLIP, Pairs=11M, Finetuned in contrastive manner=true2024.04 | 92 | 59 | |
| EgoVLP-v2Pretraining set=EgoCLIP, Pairs=3.8M2024.04 | 91 | 60.9 | |
| EgoNCE w/Pos&NegPretraining set=EgoCLIP, Pairs=3.8M2024.04 | 90.6 | 57.2 | |
| EgoNCE w/PosPretraining set=EgoCLIP, Pairs=3.8M2024.04 | 89.7 | 53.6 | |
| FrozenInTimePretraining set=EgoCLIP, Pairs=3.8M2024.04 | 89.4 | 51.5 | |
| TimeSFormer+DistillbertPretraining set=EgoCLIP, Pairs=3.8M2024.04 | 85.5 | 47 |