Instructional Video Analysis on COIN
62.1Step Top-1 AccVideoLLM-Online
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| VideoLLM-OnlineRetrieval @ Frame=No2025.12 | 62.1 | 49 | 92.5 | 49.5 | 51.6 | — | — | — | — | — | — | — | — | — | — | — | — | |
| InfiniGenRetrieval @ Frame=No2025.12 | 62.1 | 48.3 | 92.2 | 49.5 | 51 | 100 | 6.8 | 100 | 6.7 | 100 | 6.2 | 100 | 4 | 100 | 8.5 | 100 | 8.6 | |
| ReSVRetrieval @ Frame=Yes2025.12 | 62 | 47.5 | 92.2 | 48.2 | 50.5 | 32.7 | 2.5 | 32.4 | 2.8 | 34.3 | 2.4 | 25.1 | 1.4 | 35.5 | 2.9 | 36.1 | 2.9 | |
| ReKVRetrieval @ Frame=Yes2025.12 | 59.9 | 46.3 | 91.3 | 47.6 | 50 | 58.4 | 31.2 | 56.7 | 34.5 | 59.7 | 33.4 | 51.4 | 13.6 | 61.7 | 36.7 | 62.5 | 37.9 | |
| InfiniGenPRetrieval @ Frame=Yes2025.12 | 58.6 | 45.6 | 91.5 | 46.4 | 50.2 | 50.8 | 6.8 | 50.8 | 6.7 | 50.8 | 6.2 | 51 | 4 | 50.6 | 8.5 | 50.7 | 8.6 |