Egocentric Video Understanding on EgoSchema Subset 2023
72.2AccuracyGPT-4o
Evaluation Results
| Method | Links | |
|---|---|---|
| GPT-4oSize=-, Frames=0.5 fps / 3842025.08 | 72.2 | |
| Gemini-1.5-ProSize=-, Frames=0.5 fps2025.08 | 71.1 | |
| Video-MTRSize=7B, Frames=802025.08 | 68.8 | |
| DrVideo(GPT-4)Size=-, Frames=0.2/0.5 fps2025.08 | 66.4 | |
| Qwen2.5-VL-7BSize=7B, Frames=7682025.08 | 65 | |
| Qwen2.5-VL-7BSize=7B, Frames=802025.08 | 63.5 | |
| Video-MTRSize=7B, Frames=642025.08 | 63.4 | |
| VideoMemAgentSize=-, Frames=722025.08 | 62.8 | |
| Qwen2.5-VL-7BSize=7B, Frames=642025.08 | 62.6 | |
| Video-MTRSize=7B, Frames=322025.08 | 62.4 | |
| VideoAgentSize=-, Frames=872025.08 | 60.2 | |
| LLaVA-OneVisionSize=7B, Frames=322025.08 | 60.1 | |
| Qwen2.5-VL-7BSize=7B, Frames=322025.08 | 59.4 | |
| VideoLLaMA2Size=8×7B, Frames=82025.08 | 53.3 | |
| Video-R1Size=7B, Frames=642025.08 | 51.8 | |
| Video-R1Size=7B, Frames=322025.08 | 48.8 | |
| Video-LLaVASize=7B, Frames=82025.08 | 36.8 |