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Multimodal Reasoning on SIMMC 2.0

79.86ScoreQwen2.5-VL-3B-Instruct
70.479272.914675.3577.7854May 10, 2026

Evaluation results

MethodLinks
Qwen2.5-VL-3B-InstructBackbone=Qwen2.5-3B, Variant=Qwen2.5-VL-3B-Instruct2026.0579.86
SKG-VLABackbone=Qwen2.5-3B, Variant=mm-our2026.0578.56
Qwen2.5 (pre)Backbone=Qwen2.5-3B, Variant=pre2026.0577.95
Qwen2.5 (llm)Backbone=Qwen2.5-3B, Variant=llm2026.0577.82
Qwen2.5 (sft)Backbone=Qwen2.5-3B, Variant=sft2026.0577.77
SKG-VLABackbone=Qwen2.5-1.5B, Variant=mm-our2026.0576.86
Qwen2.5 (pre)Backbone=Qwen2.5-1.5B, Variant=pre2026.0576.28
Qwen2.5 (llm)Backbone=Qwen2.5-1.5B, Variant=llm2026.0576.11
Qwen2.5 (sft)Backbone=Qwen2.5-1.5B, Variant=sft2026.0576.07
SKG-VLABackbone=Qwen2.5-0.5B, Variant=mm-our2026.0571.63
Qwen2.5 (pre)Backbone=Qwen2.5-0.5B, Variant=pre2026.0571.02
Qwen2.5 (sft)Backbone=Qwen2.5-0.5B, Variant=sft2026.0570.96
Qwen2.5 (llm)Backbone=Qwen2.5-0.5B, Variant=llm2026.0570.84