Visual Question Answering on ESB
82.39AccuracyVISE
Evaluation Results
| Method | Links | |
|---|---|---|
| VISEModel Scale=32B2026.06 | 82.39 | |
| VisionZero-CLEVRModel Scale=32B2026.06 | 81.63 | |
| iReasonerModel Scale=32B2026.06 | 81.58 | |
| VisionZero-ChartModel Scale=32B2026.06 | 81.55 | |
| EvoLMMModel Scale=32B2026.06 | 81.49 | |
| VisionZero-RWModel Scale=32B2026.06 | 81.21 | |
| VisPlayModel Scale=32B2026.06 | 81.18 | |
| BaseModel Scale=32B2026.06 | 81.12 | |
| VISEModel Scale=8B2026.06 | 78.62 | |
| VisPlayModel Scale=8B2026.06 | 78.24 | |
| VisionZero-RWModel Scale=8B2026.06 | 78.02 | |
| VisionZero-CLEVRModel Scale=8B2026.06 | 77.96 | |
| iReasonerModel Scale=8B2026.06 | 77.82 | |
| BaseModel Scale=8B2026.06 | 77.66 | |
| EvoLMMModel Scale=8B2026.06 | 77.51 | |
| VISEModel Scale=4B2026.06 | 77.46 | |
| VisionZero-RWModel Scale=4B2026.06 | 77.06 | |
| VisionZero-CLEVRModel Scale=4B2026.06 | 77.02 | |
| iReasonerModel Scale=4B2026.06 | 76.98 | |
| EvoLMMModel Scale=4B2026.06 | 76.94 | |
| VisionZero-ChartModel Scale=8B2026.06 | 76.94 | |
| BaseModel Scale=4B2026.06 | 76.79 | |
| VisionZero-ChartModel Scale=4B2026.06 | 76.25 | |
| VisPlayModel Scale=4B2026.06 | 76.11 | |
| VISEModel Scale=2B2026.06 | 70.14 | |
| VisionZero-RWModel Scale=2B2026.06 | 69.77 | |
| VisionZero-CLEVRModel Scale=2B2026.06 | 69.72 | |
| iReasonerModel Scale=2B2026.06 | 69.67 | |
| EvoLMMModel Scale=2B2026.06 | 69.32 | |
| VisPlayModel Scale=2B2026.06 | 68.56 | |
| BaseModel Scale=2B2026.06 | 68.54 | |
| VisionZero-ChartModel Scale=2B2026.06 | 68.52 |