Instructional Video Understanding on COIN (test)
63.4Step Recognition Top-1 AccVIDEOLLM-MOD
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VIDEOLLM-MODNot use HowTo100M=true2024.08 | 63.4 | 92.8 | 49.7 | 49.8 | 53.3 | |
| VIDEOLLM-MOD (Full-computation)Not use HowTo100M=true2024.08 | 63.1 | 92.7 | 49.1 | 49.8 | 54.1 | |
| VideoLLM-onlineNot use HowTo100M=true2024.08 | 62.5 | 92.2 | 49.3 | 48.6 | 53.3 | |
| VideoTaskGraphNot use HowTo100M=false2024.08 | 57.2 | 90.5 | 40.2 | — | — | |
| ProcedureVRLNot use HowTo100M=false2024.08 | 56.9 | 90.8 | 46.8 | — | — | |
| VideoTFNot use HowTo100M=false2024.08 | 56.5 | 91 | 42.4 | 40.2 | 46.4 | |
| DistantSupNot use HowTo100M=false2024.08 | 54.1 | 90 | 39.4 | — | 41.3 | |
| PaprikaNot use HowTo100M=false2024.08 | 51 | 85.8 | 43.2 | — | — | |
| TimeSformerNot use HowTo100M=false2024.08 | 46.5 | 85.3 | 34 | 17 | 40.1 | |
| ClipBERTNot use HowTo100M=true2024.08 | 30.8 | 65.4 | — | — | — |