MultiBBQ Fairness benchmark for multimodal LLMs: dataset, image perturbations, and results (paper: Fairness Failure Modes of Multimodal LLMs). MLL-Lab/MultiBBQ Viewer • Updated Jul 20 • 1.64k • 144 MLL-Lab/MultiBBQ-perturbations Viewer • Updated Jul 17 • 8.59k • 367 MLL-Lab/MultiBBQ-results Preview • Updated Jul 28 • 644 MLL-Lab/MultiBBQ-realworld Viewer • Updated Jul 17 • 79 • 331
viewsuite-models MLL-Lab/viewagent-all-qwen25vl7b Image-Text-to-Text • 8B • Updated Jun 29 • 11 MLL-Lab/viewagent-ivp-qwen25vl7b Image-Text-to-Text • 8B • Updated Jun 29 • 6
mindcube-models MLL-Lab/MindCube-RL-PlainCogMap-FromSFT 4B • Updated Mar 23 • 59 MLL-Lab/MindCube-Qwen2.5VL-RawQA-SFT 4B • Updated Jun 20, 2025 • 19
viewagent-models MLL-Lab/viewagent-all-qwen25vl7b Image-Text-to-Text • 8B • Updated Jun 29 • 11 MLL-Lab/viewagent-ivp-qwen25vl7b Image-Text-to-Text • 8B • Updated Jun 29 • 6
MultiBBQ Fairness benchmark for multimodal LLMs: dataset, image perturbations, and results (paper: Fairness Failure Modes of Multimodal LLMs). MLL-Lab/MultiBBQ Viewer • Updated Jul 20 • 1.64k • 144 MLL-Lab/MultiBBQ-perturbations Viewer • Updated Jul 17 • 8.59k • 367 MLL-Lab/MultiBBQ-results Preview • Updated Jul 28 • 644 MLL-Lab/MultiBBQ-realworld Viewer • Updated Jul 17 • 79 • 331
viewsuite-models MLL-Lab/viewagent-all-qwen25vl7b Image-Text-to-Text • 8B • Updated Jun 29 • 11 MLL-Lab/viewagent-ivp-qwen25vl7b Image-Text-to-Text • 8B • Updated Jun 29 • 6
mindcube-models MLL-Lab/MindCube-RL-PlainCogMap-FromSFT 4B • Updated Mar 23 • 59 MLL-Lab/MindCube-Qwen2.5VL-RawQA-SFT 4B • Updated Jun 20, 2025 • 19
viewagent-models MLL-Lab/viewagent-all-qwen25vl7b Image-Text-to-Text • 8B • Updated Jun 29 • 11 MLL-Lab/viewagent-ivp-qwen25vl7b Image-Text-to-Text • 8B • Updated Jun 29 • 6
