Hallucination Benchmark on POPE-R
88.6AccuracyV-STAR
Evaluation results
| Method | Links | |
|---|---|---|
| V-STARData Size=40k2026.04 | 88.6 | |
| Vision-R1Data Size=210k2026.04 | 88 | |
| ThinkLite-VLData Size=11k2026.04 | 86.9 | |
| VL-RethinkerData Size=39k2026.04 | 85.5 | |
| VL-CogitoData Size=80k2026.04 | 85 | |
| R1-OnevisionData Size=155k2026.04 | 84.6 | |
| OpenVLThinkerData Size=59.2k2026.04 | 82.4 | |
| Qwen2.5VL2026.04 | 82.1 |