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Hallucination Evaluation on MMHal-Bench

4.32MMHal Score

VLI

2.16722.72613.2853.8439Nov 13, 2023Mar 30, 2024Aug 15, 2024Dec 31, 2024May 18, 2025Oct 3, 2025Feb 19, 2026
Updated 3d ago

Evaluation Results

MethodLinks
2026.01
4.3234.38
2026.01
4.0918.2
2026.01
3.837.5
2026.01
3.7636.46
2026.01
3.7239.1
2026.01
3.724.9
2025.12
3.723
2026.01
3.6836.46
2026.01
3.5640.63
2026.01
3.5539.58
2026.01
3.5339.58
2024.05
3.4928.1
2025.03
3.4928
2024.05
3.4426
2024.05
3.3134.4
2025.12
3.3132
2025.12
3.2129
2024.05
3.1932.3
2024.05
3.1532.3
2025.12
3.1236
2026.01
3.1145.63
2026.01
3.149
2024.05
3.0838.5
2024.05
3.0836.5
2026.01
3.0847
2024.05
3.0728.1
2026.01
3.0748
2026.01
3.0747
2024.05
3.0636.5
2026.01
3.0629.2
2023.12
3.02-
2025.12
3.0242
2024.05
2.9532.3
2025.12
2.9341
2026.01
2.9253
2025.12
2.945
2023.12
2.89-
2025.05
2.8836
2025.12
2.8841
2026.01
2.8318.8
2026.01
2.8357
2025.12
2.8345
2026.01
2.8257
2023.12
2.81-
2025.05
2.840
2026.01
2.7917.5
2024.05
2.7638.5
2026.01
2.7638.5
2025.12
2.7546
2025.06
2.72-
2026.01
2.7219.3
2026.02
2.7156.1
2024.05
2.66-
2025.12
2.6548
2023.11
2.6448
2025.12
2.6447
2025.06
2.62-
2025.05
2.6243
2024.05
2.61-
2025.03
2.6150
2023.11
2.649
2025.06
2.59-
2023.12
2.59-
2023.11
2.5452
2025.05
2.5457
2025.12
2.5447
2025.12
2.5457
2026.02
2.5458.9
2025.06
2.53-
2023.11
2.5357
2024.05
2.53-
2025.05
2.557
2025.05
2.4845
2026.01
2.4656
2026.01
2.4663.54
2024.05
2.4551
2026.01
2.4551
2023.11
2.4355
2026.02
2.4362.9
2025.06
2.42-
2023.12
2.42-
2023.11
2.4255
2026.01
2.4257
2024.05
2.41-
2026.01
2.4157
2025.05
2.459
2025.05
2.459
2026.01
2.458.3
2026.01
2.3951
2025.05
2.3661
2026.01
2.3651
2024.05
2.3350
2026.01
2.3358.3
2025.03
2.3149
2024.05
2.3-
2026.01
2.354.17
2023.12
2.28-
2024.05
2.28-
2024.05
2.27-
2025.06
2.25-
Showing 100 of 174 rows