Long-video understanding on EgoSchema (dev)
63.7AccuracyStreamingTOM
Evaluation Results
| Method | Links | |
|---|---|---|
| StreamingTOMFr. (Sampling Rate/Frames)=0.5/0.2fps, Design Category=Streaming-Designed, Training Protocol=Training-free2025.10 | 63.7 | |
| LLaVA-OV-7B + StreamMemFr. (Sampling Rate/Frames)=0.5/0.2fps, Design Category=Streaming-Designed, Training Protocol=Training-free2025.10 | 63 | |
| LLaVA-OV-7B + HoliTomFr. (Sampling Rate/Frames)=32, Design Category=Offline-Designed, Training Protocol=Training-free2025.10 | 61.2 | |
| LLaVA-OV-7B + ReKVFr. (Sampling Rate/Frames)=0.5fps, Design Category=Streaming-Designed, Training Protocol=Training-free2025.10 | 60.7 | |
| LLaVA-OV-7B + VisionZipFr. (Sampling Rate/Frames)=32, Design Category=Offline-Designed, Training Protocol=Training-free2025.10 | 60.3 | |
| LLaVA-OV-7BFr. (Sampling Rate/Frames)=32, Design Category=Offline-Designed, Training Protocol=Training-free2025.10 | 60.1 | |
| LLaVA-OV-7BFr. (Sampling Rate/Frames)=32, Design Category=Streaming-Designed, Training Protocol=Training-free2025.10 | 60.1 | |
| LLaVA-OV-7B + DyCokeFr. (Sampling Rate/Frames)=32, Design Category=Offline-Designed, Training Protocol=Training-free2025.10 | 59.5 | |
| LLaVA-OV-7B + LiveVLMFr. (Sampling Rate/Frames)=0.5/0.2fps, Design Category=Streaming-Designed, Training Protocol=Training-free2025.10 | 59 | |
| Dispider-7BFr. (Sampling Rate/Frames)=1fps, Design Category=Streaming-Designed, Training Protocol=Training-based2025.10 | 55.6 | |
| MovieChat-7BFr. (Sampling Rate/Frames)=2048, Design Category=Streaming-Designed, Training Protocol=Training-based2025.10 | 53.5 |