List of Safety-Critical Benchmarks for Fine-grained Fire and Smoke Understanding in Multimodal LLMs (EMNLP 2026)
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models 34
RISys-Lab/ReasonSigLIP2-go16-384-S2
Zero-Shot Image Classification • 2B • Updated • 3
RISys-Lab/ReasonSigLIP2-go16-384-S1
Zero-Shot Image Classification • 2B • Updated • 8
RISys-Lab/ReasonSigLIP2-go16-384-S0-Des
Zero-Shot Image Classification • 2B • Updated • 9
RISys-Lab/ReasonSigLIP2-go16-384-S0-Rea
Zero-Shot Image Classification • 2B • Updated • 4
RISys-Lab/ReasonSigLIP2-So14-384-S2
Zero-Shot Image Classification • 1B • Updated • 3
RISys-Lab/ReasonSigLIP2-So14-384-S1
Zero-Shot Image Classification • 1B • Updated • 6
RISys-Lab/ReasonSigLIP2-So14-384-S0-Des
Zero-Shot Image Classification • 1B • Updated • 12
RISys-Lab/ReasonSigLIP2-So14-384-S0-Rea
Zero-Shot Image Classification • 1B • Updated • 5
RISys-Lab/ReasonSigLIP-So14-384-S2
Zero-Shot Image Classification • 0.9B • Updated • 4
RISys-Lab/ReasonSigLIP-So14-384-S1
Zero-Shot Image Classification • 0.9B • Updated • 8
datasets 25
RISys-Lab/SAFIRE_193K_mcvqa
Viewer • Updated • 193k • 67
RISys-Lab/SAFIRE_83K
Viewer • Updated • 82.8k • 43
RISys-Lab/LingT2I
Viewer • Updated • 33k • 53
RISys-Lab/ReasonCLIPPro-16M
Viewer • Updated • 33.1M • 59
RISys-Lab/ReasonCLIPLite-42M
Viewer • Updated • 4.67M • 36
RISys-Lab/CC12M-Refined
Viewer • Updated • 10.4M • 56
RISys-Lab/CC12M-original
Viewer • Updated • 11M • 61
RISys-Lab/RCLIP-Bench
Viewer • Updated • 15k • 10
RISys-Lab/sparrow-dataset
Updated • 14
RISys-Lab/TRIG
Viewer • Updated • 40.2k • 344 • 1