Hallucination Detection on Hall
64.19AccuracyQwen3-VL-235B
Evaluation Results
| Method | Links | |
|---|---|---|
| Qwen3-VL-235BToken Retention Ratio=100%2026.05 | 64.19 | |
| F3AToken Retention Ratio=60%2026.05 | 62.98 | |
| VisionZipToken Retention Ratio=60%2026.05 | 62.12 | |
| DivPruneToken Retention Ratio=60%2026.05 | 61.45 | |
| FastVToken Retention Ratio=60%2026.05 | 61.27 | |
| CDPrunerToken Retention Ratio=60%2026.05 | 60.94 | |
| F3AToken Retention Ratio=40%2026.05 | 59.45 | |
| VisionZipToken Retention Ratio=40%2026.05 | 59.02 | |
| CDPrunerToken Retention Ratio=40%2026.05 | 58.32 | |
| DivPruneToken Retention Ratio=40%2026.05 | 57.96 | |
| FastVToken Retention Ratio=40%2026.05 | 57.33 | |
| F3AToken Retention Ratio=20%2026.05 | 54.72 | |
| CDPrunerToken Retention Ratio=20%2026.05 | 54.01 | |
| DivPruneToken Retention Ratio=20%2026.05 | 53.88 | |
| VisionZipToken Retention Ratio=20%2026.05 | 53.67 | |
| FastVToken Retention Ratio=20%2026.05 | 52.33 |