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Visual Question Answering on GQA (Accuracy)

74.9Accuracy

ConFoThinking (Qwen3-VL-8B)

Updated 24d ago

Evaluation Results

Method	Links
ConFoThinking (Qwen3-VL-8B) 2026.02		74.9
ConFoThinking (Qwen3-VL-4B) 2026.02		74.2
Qwen3-VL-8B (with tools) 2026.02		71.9
Contrastive Attention 2026.01		71.6
Qwen3-VL-8B 2026.02		71.3
Qwen3-VL-4B (with tools) 2026.02		70.2
Contrastive Attention 2026.01		69.4
LLaVA-v1.6 2026.01		69.3
Qwen3-VL-4B 2026.02		69.3
LLaVA-FA-7B 2026.01		68.5
InternVL3.5-8B 2026.02		68.2
LLaVA-OneVision-1.5-8B 2026.02		67.7
GoM (Object Text IDs + Relation labels) 2026.03		67
ConFoThinking (Qwen2.5-VL-7B) 2026.02		66.7
InternVL-Chat 2025.12		66.6
S-MFT 2025.12		66.5
LLaVA-v1.5 2026.01		66
FFT 2025.12		65.6
LLaVA-NEXT-13B 2026.02		65.43
LLaVA-NeXT 2026.01		65.4
LLaVA-Next 2024.12		65.4
LLaVA-NEXT-13B + Visual Lazy Attention 2026.02		65.33
LoRA 2025.12		65.3
LLaVA-FA-3B 2026.01		65
mPLUG-Owl3 8B 2025.12		65
GoM (Object Num IDs + Relation labels) 2026.03		65
GoM (Object Num IDs + Relation labels) 2026.03		65
CogVLM 2026.01		64.9
InternVL1.5 (SFT) 2025.12		64.6
LLaVA-NeXT 2026.03		64.5
LLaVA-NEXT-7B 2026.02		64.24
Vanilla 2026.02		64.2
Vanilla 2026.02		64.2
LLaVA-NEXT-7B + Visual Lazy Attention 2026.02		64.12
GoM (Object Text IDs + Relation labels) 2026.03		63.8
LLaVA-NeXT 2026.01		63.786
Qwen2-VL 2026.01		63.7
Imp-3B 2026.01		63.5
Pixel-Reasoner 2026.02		63.4
LLaVA-v1.5-13B + Visual Lazy Attention 2026.02		63.31
LLaVA-1.5-13B 2026.02		63.3
Aligned 2025.06		63.3
LLaVA-v1.5-13B 2026.02		63.28
InternVL1.5 2025.12		63.2
Visual Sketchpad 2026.02		63.2
GoM (Object Text IDs + Relation labels) 2026.03		63.2
PTP 2025.09		63.1
ApET 2026.02		63
LLaVA-v1.5-13B + Global Lazy Attention 2026.02		62.98
InternVL-MLP 2026.01		62.9
LLaVA-1.5 2026.02		62.82
Delta-CoMe 2025.06		62.8
VideoLLaMA3 2025.12		62.7
PRINMIX 2025.06		62.7
InternVL2-8B 2025.09		62.7
PaliGemma 2026.01		62.57
Upper bound 2025.12		62.55
Bunny-3B 2026.01		62.5
GoM (Object Text IDs) 2026.03		62.5
GoM (Object Num IDs) 2026.03		62.5
LLaVA-NeXT-7B 2026.03		62.5
FMVR-LLaVA 2026.03		62.5
StreamChat 7B 2025.12		62.4
DUET-VLM (C) 2026.02		62.4
GoM (Object Text IDs) 2026.03		62.4
VILA-7B 2026.01		62.3
Visual Funnel 2025.12		62.2
S-MFT 2025.12		62.2
LLaVA-OneVision 2026.01		62.14
LLaVA-FA-2B 2026.01		62.1
Qwen2.5-VL-7B 2026.02		62.1
ZoomEye 2026.02		62.1
FMVR-LLaVA 2026.03		62.1
DualSpeed 2026.02		62.04
MoDE 2025.12		62.01
LLaVA-1.5-7B 2026.01		62
LLaVA-1.5 2025.12		62
LLaVA-1.5 2025.12		62
Upper Bound 2025.12		62
SoM 2026.03		62
LLaVA-v1.5-7B + Global Lazy Attention 2026.02		61.96
LLaVA-v1.5-7B 2026.02		61.94
LLaVA-v1.5-7B + Visual Lazy Attention 2026.02		61.93
LLaVA-1.5-7B 2025.06		61.92
LLaVA-1.5-7B 2026.02		61.9
Imp-2B 2026.01		61.9
Vanilla (LLaVA-1.5-7B) 2026.01		61.9
LoRA 2025.12		61.9
S-MFT Both 2025.12		61.9
Vanilla 2026.02		61.9
LLaVA-1.5-7B 2026.02		61.9
DUET-VLM (C) 2026.02		61.9
X-Omni 2026.03		61.9
GoM (Object Num IDs) 2026.03		61.9
Segmented objects 2026.03		61.9
DINOv2 2026.02		61.83
PIO-FVLM 2026.02		61.8
DUET-VLM (C+S) 2026.02		61.8
SoM 2026.03		61.8
VISOR 2026.03		61.8

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