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ResearchFormerly WizWand

Visual Question Answering on Conflict-VQA

79.34AccuracyCALRD
20.798435.996751.19566.3933Jun 16, 2026
Updated 4mo ago

Evaluation results

MethodLinks
CALRDDecoding Strategy=Beam, Model=Qwen3-VL2026.0679.34
CALRDDecoding Strategy=Greedy, Model=Qwen3-VL2026.0677.42
CALRDDecoding Strategy=Nucleus, Model=Qwen3-VL2026.0676.55
OPERADecoding Strategy=Beam, Model=Qwen3-VL2026.0676.43
DoLaDecoding Strategy=Greedy, Model=Qwen3-VL2026.0676.06
VanillaDecoding Strategy=Beam, Model=Qwen3-VL2026.0675.94
VanillaDecoding Strategy=Greedy, Model=Qwen3-VL2026.0675.58
VCDDecoding Strategy=Nucleus, Model=Qwen3-VL2026.0675.5
DeCoDecoding Strategy=Beam, Model=Qwen3-VL2026.0675.46
DeCoDecoding Strategy=Greedy, Model=Qwen3-VL2026.0675.33
DeCoDecoding Strategy=Nucleus, Model=Qwen3-VL2026.0674.79
VanillaDecoding Strategy=Nucleus, Model=Qwen3-VL2026.0673.39
CALRDDecoding Strategy=Beam, Model=Qwen2.5-VL2026.0670.25
CALRDDecoding Strategy=Greedy, Model=Qwen2.5-VL2026.0670.15
CALRDDecoding Strategy=Nucleus, Model=Qwen2.5-VL2026.0668.91
OPERADecoding Strategy=Beam, Model=Qwen2.5-VL2026.0668.49
DoLaDecoding Strategy=Greedy, Model=Qwen2.5-VL2026.0666.22
VanillaDecoding Strategy=Greedy, Model=Qwen2.5-VL2026.0665.61
VanillaDecoding Strategy=Beam, Model=Qwen2.5-VL2026.0665.49
VCDDecoding Strategy=Nucleus, Model=Qwen2.5-VL2026.0664.04
DeCoDecoding Strategy=Greedy, Model=Qwen2.5-VL2026.0663.79
DeCoDecoding Strategy=Beam, Model=Qwen2.5-VL2026.0663.55
DeCoDecoding Strategy=Nucleus, Model=Qwen2.5-VL2026.0663.55
VanillaDecoding Strategy=Nucleus, Model=Qwen2.5-VL2026.0661.48
CALRDDecoding Strategy=Beam, Model=LLaVA-1.62026.0650.79
CALRDDecoding Strategy=Greedy, Model=LLaVA-1.62026.0649.51
CALRDDecoding Strategy=Nucleus, Model=LLaVA-1.62026.0648.72
VCDDecoding Strategy=Nucleus, Model=LLaVA-1.62026.0646.35
DeCoDecoding Strategy=Nucleus, Model=LLaVA-1.62026.0645.44
DoLaDecoding Strategy=Greedy, Model=LLaVA-1.62026.0644.59
CALRDDecoding Strategy=Beam, Model=InstructBLIP2026.0644.49
CALRDDecoding Strategy=Beam, Model=LLaVA-1.52026.0644.47
CALRDDecoding Strategy=Greedy, Model=InstructBLIP2026.0644.12
VanillaDecoding Strategy=Beam, Model=LLaVA-1.62026.0643.99
OPERADecoding Strategy=Beam, Model=LLaVA-1.62026.0643.74
CALRDDecoding Strategy=Nucleus, Model=LLaVA-1.52026.0643.4
DeCoDecoding Strategy=Greedy, Model=LLaVA-1.62026.0643.38
DeCoDecoding Strategy=Beam, Model=LLaVA-1.62026.0643.01
VCDDecoding Strategy=Nucleus, Model=LLaVA-1.52026.0642.4
VanillaDecoding Strategy=Greedy, Model=LLaVA-1.62026.0642.35
VanillaDecoding Strategy=Nucleus, Model=LLaVA-1.62026.0641.92
CALRDDecoding Strategy=Greedy, Model=LLaVA-1.52026.0641.9
DeCoDecoding Strategy=Greedy, Model=InstructBLIP2026.0641.31
DeCoDecoding Strategy=Beam, Model=InstructBLIP2026.0640.83
OPERADecoding Strategy=Beam, Model=InstructBLIP2026.0640.12
DoLaDecoding Strategy=Greedy, Model=LLaVA-1.52026.0640.1
VanillaDecoding Strategy=Beam, Model=InstructBLIP2026.0639.98
VanillaDecoding Strategy=Greedy, Model=InstructBLIP2026.0639.61
OPERADecoding Strategy=Beam, Model=LLaVA-1.52026.0639
VanillaDecoding Strategy=Beam, Model=LLaVA-1.52026.0638.88
VanillaDecoding Strategy=Nucleus, Model=LLaVA-1.52026.0638.76
DeCoDecoding Strategy=Nucleus, Model=LLaVA-1.52026.0638.45
DeCoDecoding Strategy=Beam, Model=LLaVA-1.52026.0638.15
DeCoDecoding Strategy=Greedy, Model=LLaVA-1.52026.0638.03
VanillaDecoding Strategy=Greedy, Model=LLaVA-1.52026.0636.2
DoLaDecoding Strategy=Greedy, Model=InstructBLIP2026.0632.72
CALRDDecoding Strategy=Nucleus, Model=InstructBLIP2026.0628.07
DeCoDecoding Strategy=Nucleus, Model=InstructBLIP2026.0624.91
VanillaDecoding Strategy=Nucleus, Model=InstructBLIP2026.0623.94
VCDDecoding Strategy=Nucleus, Model=InstructBLIP2026.0623.05