Generative Hallucination on AMBER Generative
70.4Coverage (%)
Qwen2.5-VL 3B + SFT
Updated 2d ago
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
2025.10 | 70.4 | - | 48.8 | 3.9 | 6.9 | - | |
2025.10 | 69.9 | - | 55.7 | 5.8 | 7.6 | - | |
2025.10 | 68.5 | - | 44.6 | 4.2 | 6.7 | - | |
2025.10 | 67.7 | - | 44.3 | 3.4 | 6.6 | - | |
2025.03 | 67.1 | 4.6 | 30.7 | 2.6 | - | - | |
2025.10 | 67.1 | - | 30.7 | 2.6 | 4.6 | - | |
2025.10 | 64.9 | - | 32.4 | 2.1 | 5.4 | - | |
2025.10 | 64.3 | - | 28.9 | 1.7 | 4.9 | - | |
2025.10 | 63.6 | - | 27.5 | 1.6 | 4.8 | - | |
2025.10 | 63.2 | - | 23.9 | 1.2 | 4.2 | - | |
2025.10 | 57.2 | - | 23.6 | 1.3 | 5.6 | - | |
2026.04 | 56.1 | 7.1 | 36.3 | 3 | - | - | |
2026.04 | 55.8 | 7.1 | 37.6 | 3.1 | - | - | |
2026.04 | 55.6 | 6.9 | 35.8 | 3.3 | - | - | |
2026.04 | 55.2 | 7.5 | 38 | 2.5 | - | - | |
2026.05 | 54.3 | 5.7 | 30.5 | 2.9 | - | 27.2 | |
2026.05 | 54.2 | 5.3 | 25.9 | 2.1 | - | 0.7 | |
2026.05 | 54.2 | 8.3 | 39.1 | 3.7 | - | 2.1 | |
2026.05 | 53.8 | 8.1 | 35.3 | 3.7 | - | 2.3 | |
2026.05 | 53.3 | 6.3 | 29.6 | 2.6 | - | 0.2 | |
2025.03 | 53 | 6.6 | 32.2 | 3.4 | - | - | |
2026.01 | 52.8 | 6.9 | 34.2 | 3.7 | - | - | |
2026.01 | 52.4 | 7.1 | 34.7 | 3.9 | - | - | |
2026.05 | 52.3 | 10.7 | 50 | 4.9 | - | 0.2 | |
2026.04 | 52 | 4.7 | 24.1 | 2.2 | - | - | |
2026.05 | 51.9 | 6.1 | 28.8 | 2.8 | - | 2.6 | |
2026.02 | 51.8 | 7.1 | 31.4 | 3.4 | - | - | |
2026.05 | 51.7 | 8.7 | 43.3 | 4.3 | - | 0.5 | |
2026.02 | 51.6 | 7.6 | 36 | 4 | - | - | |
2026.05 | 51.4 | 10.8 | 48.5 | 5.5 | - | 0.3 | |
2026.01 | 51 | 7.8 | 36.4 | 4.2 | - | - | |
2026.02 | 51 | 7.8 | 36.4 | 4.2 | - | - | |
2025.10 | 51 | - | 36.4 | 4.2 | 7.8 | - | |
2026.01 | 50.8 | 7.4 | 36.1 | 4 | - | - | |
2026.02 | 50.8 | 7.5 | 36.2 | 4.1 | - | - | |
2026.05 | 50.8 | 8.8 | 37.5 | 3.4 | - | 0.2 | |
2026.05 | 50.5 | 4.4 | 23.2 | 1.6 | - | 29 | |
2026.05 | 50.5 | 7.6 | 34.2 | 2.9 | - | 0.1 | |
2026.05 | 50.4 | 8.7 | 36.2 | 3.9 | - | 0.5 | |
2026.05 | 50.2 | 5.3 | 26 | 2.4 | - | 4.9 | |
2026.05 | 50.2 | 5.3 | 23.5 | 1.9 | - | 0.5 | |
2026.02 | 49.9 | 7.4 | 33.2 | 3.7 | - | - | |
2025.03 | 49.8 | 6.7 | 30.9 | 3.3 | - | - | |
2026.02 | 49.6 | 7.3 | 32 | 3.5 | - | - | |
2026.04 | 49.5 | 8.6 | 39.6 | 3.6 | - | - | |
2025.10 | 49.4 | - | 23.6 | 1.9 | 5.5 | - | |
2026.04 | 49.4 | 6.7 | 28.8 | 3.1 | - | - | |
2026.05 | 49.4 | 7.7 | 31.1 | 3.6 | - | 0.5 | |
2025.03 | 49.2 | 4.8 | 23.4 | 1.2 | - | - | |
2025.03 | 49.1 | 5.1 | 22.7 | 2 | - | - | |
2025.03 | 48.9 | 6 | 26 | 1.5 | - | - | |
2026.05 | 48.9 | 4.6 | 21.6 | 1.2 | - | - | |
2026.05 | 48.7 | 5.4 | 25.5 | 1.4 | - | - | |
2025.03 | 48.5 | 6.1 | 22.2 | 1.3 | - | - | |
2026.04 | 48.5 | 6.1 | 22.2 | 1.3 | - | - | |
2026.04 | 48.3 | 6.7 | 33.6 | 3.5 | - | - | |
2026.05 | 48.1 | 6.2 | 27.3 | 1.8 | - | - | |
2026.04 | 47.8 | 4.4 | 20.9 | 1.8 | - | - | |
2025.03 | 47.7 | 7.6 | 29.9 | 2.2 | - | - | |
2026.04 | 47.7 | 7.6 | 29.9 | 2.2 | - | - | |
2026.04 | 47.7 | 6 | 30.4 | 3.3 | - | - | |
2025.03 | 47.2 | 6.9 | 27.5 | 2.2 | - | - | |
2026.04 | 47.2 | 6.9 | 27.5 | 2.2 | - | - | |
2025.03 | 46.7 | 6.7 | 28 | 2.6 | - | - | |
2026.04 | 46.7 | 6.7 | 28 | 2.6 | - | - | |
2026.05 | 46.7 | 4.4 | 17.2 | 1.6 | - | 0.1 | |
2026.05 | 46.7 | 6.1 | 25.8 | 2.1 | - | - | |
2025.03 | 46.6 | 6.3 | 25.6 | 2 | - | - | |
2025.03 | 46.5 | 6.7 | 27.8 | 2 | - | - | |
2025.03 | 46.4 | 8.4 | 31.1 | 2.6 | - | - | |
2026.04 | 46.4 | 8.4 | 31.1 | 2.6 | - | - | |
2026.05 | 46.3 | 6.3 | 25.8 | 2.2 | - | - | |
2026.05 | 46.1 | 4.7 | 18.8 | 1.6 | - | - | |
2026.05 | 45.6 | 4.6 | 18.9 | 1.6 | - | - | |
2026.04 | 45.3 | 4.7 | 21.1 | 1.2 | - | - | |
2026.05 | 45.2 | 7.1 | 27.6 | 2.1 | - | - | |
2026.05 | 45 | 8.3 | 32 | 2.2 | - | - | |
2025.03 | 44.5 | 8 | 31 | 2.2 | - | - | |
2026.05 | 44.2 | 8.3 | 31.6 | 3.4 | - | 0.4 | |
2026.05 | 40.6 | 12 | 35.6 | 3.4 | - | - | |
2026.05 | 33.5 | 8.2 | 21.4 | 1.9 | - | 1.4 |