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Visual Question Answering on VQA v2 (Performance Score)

83.93Accuracy

VisionZero-CLEVR

Updated 16d ago

Evaluation Results

Method	Links
VisionZero-CLEVR 2026.06		83.93
VisionZero-Chart 2026.06		83.9
VISE 2026.06		83.85
iReasoner 2026.06		83.84
EvoLMM 2026.06		83.8
VisionZero-RW 2026.06		83.61
Base 2026.06		83.56
VisPlay 2026.06		83.52
BLIP-3o 2026.06		83.1
Qwen2.5-VL-7B (Base) 2026.06		82.92
LLaVA-NeXT-13B + MIRROR 2026.06		82.9
LLaVA-NeXT-13B 2026.06		82.8
VisionZero-CLEVR 2026.06		82.72
VisionZero-Chart 2026.06		82.69
VISE 2026.06		82.65
iReasoner 2026.06		82.46
EvoLMM 2026.06		82.38
Hyper-ICL 2026.06		82.24
LLaVA-NeXT-7B 2026.06		82.2
LLaVA-NeXT-7B + MIRROR 2026.06		82.1
VisionZero-RW 2026.06		81.92
Base 2026.06		81.81
VisPlay 2026.06		81.78
LLaVA-1.5-13B + MIRROR 2026.06		81.7
GRPO 2026.06		81.65
LLaVA-1.5-13B 2026.06		81.3
MimIC 2026.06		81.22
Qwen3-VL-4B (Base) 2026.06		81.19
VISE 2026.06		81.16
iReasoner 2026.06		81.1
LLaVA-1.5-7B + MIRROR 2026.06		81.1
VisionZero-Chart 2026.06		81.09
VisionZero-CLEVR 2026.06		81.07
EvoLMM 2026.06		80.97
OPD 2026.06		80.79
COPSD (Hybrid) 2026.06		80.67
COPSD (Standard) 2026.06		80.57
VisionZero-RW 2026.06		80.24
LLaVA-NeXT-7B 2026.07		80.2
AnchorPrune 2026.07		80.2
Base 2026.06		80.07
Vanilla 2026.06		80
COPSD (Hybrid) 2026.06		79.99
VisPlay 2026.06		79.89
Safe-RLHF-V 2026.06		79.73
Safe-RLHF-V 2026.06		79.65
GRPO 2026.06		79.51
VILA-U 2026.06		79.4
AnchorPrune 2026.07		79.4
SFT 2026.06		79.35
LLaVA-1.5-7B 2026.06		79.3
VisionZero-CLEVR 2026.06		79.04
DivPrune 2026.07		78.9
VisionZero-RW 2026.06		78.89
VisionZero-Chart 2026.06		78.85
Qwen-VL 2026.06		78.8
COPSD (Standard) 2026.06		78.75
8-shot ICL 2026.06		78.7
PyramidDrop 2026.07		78.7
AnchorPrune 2026.07		78.6
VisPlay 2026.06		78.59
VISE 2026.06		78.54
STS 2026.06		78.5
Vanilla 2026.06		78.5
LLaVA-1.5-7B 2026.06		78.5
LLaVA-1.5 2026.06		78.5
LLaVA-1.5-7B 2026.07		78.5
Base 2026.06		78.37
LLaVA-1.5 + PADL+ (8×) 2026.06		78.2
Qwen-VL-Chat 2026.06		78.2
CDPruner 2026.07		78.2
iReasoner 2026.06		77.94
EvoLMM 2026.06		77.86
Zoo-Prune 2026.06		77.8
OPD 2026.06		77.62
LLaVA-1.5 + FreePruner 2026.06		77.6
AgilePrune 2026.06		77.5
Shikra 2026.06		77.4
STS 2026.06		77.3
VisionZip 2026.07		77.3
STS 2026.06		77.2
FastV 2026.07		77.2
DivPrune 2026.06		77.1
SparseVLM 2026.07		77.1
LLaVA-1.5 + PADL (8×) 2026.06		76.9
Vanilla 2026.06		76.9
VisionZip 2026.06		76.8
Liquid 2026.06		76.8
UniTok 2026.06		76.8
CDPruner 2026.07		76.8
SPARE 2026.06		76.7
EADP 2026.07		76.7
LLaVA-1.5-7B 2026.07		76.7
Zoo-Prune 2026.06		76.6
CDPruner 2026.06		76.6
LLaVA-1.5 + PruMerge 2026.06		76.6
DivPrune 2026.07		76.6
Hyper-ICL 2026.06		76.51
Zoo-Prune 2026.06		76.4
AgilePrune 2026.06		76.4

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