Video Understanding on GUI-Xplore
99.25Overview ScoreXplore-Agent
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Xplore-AgentFrames=action-aware2025.03 | 99.25 | 92.86 | 68.21 | 24.36 | 36.54 | 64.24 | |
| GPTFrames=82025.03 | 96.88 | 82.12 | 66.48 | 22.6 | 28.85 | 59.39 | |
| GPTFrames=162025.03 | 96.75 | 80.47 | 66.85 | 24.09 | 25.96 | 58.82 | |
| GPTFrames=242025.03 | 96.5 | 81.93 | 67.04 | 21.72 | 23.56 | 58.15 | |
| VideoTreeFrames=1FPS2025.03 | 89.75 | 91.05 | 65.73 | 21.7 | 21.61 | 57.97 | |
| VideoLLaMA2Frames=82025.03 | 86.75 | 75 | 61.24 | 21.9 | 20.19 | 53.02 | |
| VideoChat2Frames=82025.03 | 86.5 | 68.97 | 67.04 | 18.98 | 17.79 | 51.86 | |
| CogVLM2-VideoFrames=162025.03 | 84.88 | 56.75 | 48.88 | 9.67 | 3.85 | 40.81 | |
| CogVLM2-VideoFrames=82025.03 | 84.87 | 56.93 | 53.56 | 5.84 | 8.17 | 41.87 | |
| VideoLLaMA2Frames=162025.03 | 84 | 69.71 | 62.92 | 18.43 | 17.31 | 50.47 | |
| VideoChat2Frames=242025.03 | 82.3 | 64.42 | 67.04 | 21.9 | 23.87 | 51.91 | |
| CogVLM2-VideoFrames=242025.03 | 82 | 56.31 | 32.96 | 8.03 | 6.73 | 37.21 | |
| VideoChat2Frames=162025.03 | 82 | 66.42 | 66.48 | 18.98 | 18.27 | 50.43 |