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Science Question Answering on ScienceQA SQA-I

96.6Accuracy

InternVL2-8B + RP

Updated 2d ago

Evaluation Results

Method	Links
InternVL2-8B + RP 2024.08		96.6
InternVL2-8B-FT 2024.08		96.5
TroL-7B 2024.06		92.8
VILA2-8B 2024.07		87.6
UIO-2-XXL-6.8B 2024.06		86.2
Qwen-2.5-VL-7B 2026.02		86.2
VisionZip 2026.02		86.2
VisionZip 2026.02		86.2
VisionZip 2026.02		86.1
DUET-VLM (C) 2026.02		86
DUET-VLM (C) 2026.02		85.8
DUET-VLM (C) 2026.02		85.8
VILA-13B 2024.06		73.7
LLaVA-NeXT-13B 2024.06		73.6
MGM-HD 2024.05		73.5
MGM-HD+CAL 2024.05		73.1
LLaVA-1.5+CAL 2024.05		72.7
MM1-7B-Chat 2024.07		72.6
LLaVA-1.5 2024.05		72.1
MGM+CAL 2024.05		71.9
LLaVA-NeXT 2024.05		71.8
MGM-7B + RP 2024.08		71.7
LLaVA1.5-13B 2024.06		71.6
LLaVA-NeXT-8B 2024.06		71.6
LLaVA-NeXT+CAL 2024.05		71.5
SPHINX-7B 2024.06		70.6
SPHINX-MoE-7Bx8 2024.06		70.6
SPHINX-Plus-13B 2024.06		70.6
MGM-7B 2024.08		70.6
MGM+CAL 2024.05		70.4
LLaVA-NeXT-7B 2024.06		70.2
LLaVA-NeXT+CAL 2024.05		70.1
MGM 2024.05		69.9
Monkey-10B 2024.06		69.4
MGM-HD+CAL 2024.05		69.2
MGM 2024.05		69.1
mPLUG-Owl2-7B 2024.06		68.7
LLaVA-1.5+CAL 2024.05		68.7
LLaVA-NeXT 2024.05		68.5
Adaptive-VoCo 2025.12		68.5
ShareGPT4V-7B 2024.06		68.4
MGM-HD 2024.05		68.4
Qwen-VL-Chat-7B 2024.06		68.2
VILA-7B 2024.06		68.2
LLaVA-1.5 2024.05		68.2
LLaVA-1.5-7B + RP 2024.08		68.2
Qwen-VL-7B 2024.06		67.1
Qwen-VL 2025.12		67.1
LLaVA1.5-7B 2024.06		66.8
LLaVA-1.5-7B 2024.08		66.8
LLaVA-1.5 2025.12		66.8
Upper Bound 2025.12		66.5
VoCo-LLaMA 2025.12		66.3
PreSel 2025.03		66.2
MGM+CAL 2024.05		64
COINCIDE 2025.03		63.9
InstructBLIP-13B 2024.06		63.1
InstructBLIP 2025.12		63.1
EL2N 2025.03		62.7
Q-Former 2025.12		62.7
CLIP-Score 2025.03		62.3
Avg. Pool 2025.12		62.2
Random 2025.03		62.1
BLIP-2 2025.12		61
Lower Bound 2025.12		60.7
MGM 2024.05		60.6
InstructBLIP-7B 2024.06		60.5
InstructBLIP 2025.12		60.5
Self-Filter 2025.03		59.3
TypiClust 2025.03		59.2
MobileVLM 3B 2025.12		57.93
IFD 2025.03		57.8
HyDRA(Fine-grained) 2025.12		57.39
HyDRA(Coarse-grained) 2025.12		56.94
MobileVLM 3B 2025.12		56.85
LLaVA-1.5-7B 2025.03		55.6
MobileVLM 1.7B 2025.12		55.08
Perplexity 2025.03		53.3
HyDRA(Coarse-grained) 2025.12		52.2
MobileVLM 1.7B 2025.12		51.95
HyDRA(Fine-grained) 2025.12		51.78