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Benchmarks
Multimodal Reward Modeling on Multimodal RewardBench
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85.4
Accuracy
Gemini-2.5-Pro
40.264
51.982
63.7
75.418
Feb 2, 2026
Feb 3, 2026
Feb 5, 2026
Feb 6, 2026
Feb 8, 2026
Feb 9, 2026
Feb 11, 2026
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Gemini-2.5-Pro
Accessibility=Proprietary
2026.02
85.4
EGT
# Param=7B
2026.02
84.3
Gemini-2.5-Flash
Accessibility=Proprietary
2026.02
82.5
R1-Reward
# Param=7B
2026.02
82.2
Claude-3.7-Sonnet (2025-02-24)
2026.02
71.9
GPT-4o
Accessibility=Proprietary
2026.02
71.5
Qwen2-VL-72B
# Param=72B
2026.02
70.9
GPT-4o (2024-08-06)
2026.02
70.8
MM-RLHF-Reward
# Param=7B
2026.02
67.1
IXC-2.5-Reward
# Param=7B
2026.02
66.6
PhyCritic-7B
Accessibility=Open-Sou...
2026.02
65.9
Eagle-2.5-8B
Accessibility=Open-Sou...
2026.02
64.4
Qwen2.5-VL-7B
Accessibility=Open-Sou...
2026.02
64
Cosmos-R1-7B
Accessibility=Open-Sou...
2026.02
54.8
VITA-1.5
# Param=7B
2026.02
53.6
Robobrain2.0-7B
Accessibility=Open-Sou...
2026.02
50.5
SliME
# Param=7B
2026.02
42
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