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Science Question Answering on SciQA-IMG

89SciQA-IMG Accuracy

Phi 3.5 Vision

Updated 3d ago

Evaluation Results

Method	Links
Phi 3.5 Vision 2024.12		89
Florence-VL 8B 2024.12		85.9
Florence-VL 3B 2024.12		84.6
SEA-PRIME 2024.08		80.9
Cambrian 8B 2024.12		80.4
Vila 8B 2024.12		79.9
SEA-PRIME 2024.08		79
SEA-PRIME 2024.08		78.7
Mini-Gemini-HD 8B 2024.12		75.1
SEA-PRIME 2024.08		73.9
SparseCut 2026.01		71.8
LLaVA-1.5* 2024.08		71.6
LLaVA 2026.01		71.6
InstructBLIP 2023.05		70.6
LLaVA-1.5 + HALVA 2025.06		70.5
InstructBLIP 2023.05		70.4
LLaVA-1.5 + HA-DPO 2025.06		70.3
LLaVA-1.5 + TL-DPO 2025.06		70.3
AlignGPT 2024.08		70.3
MobileVLM-V2-3B 2024.08		70
LLaMA-VID 2024.08		70
SparseCut 2026.01		70
Visual Prompt 2024.08		69.5
SEA-PRIME 2024.08		69.2
TinyLLaVA 2024.08		69.1
AlignGPT 2024.08		68.5
LLaVA-Phi 2024.08		68.4
ShareGPT4V 2024.08		68.4
LLaMA-VID 2024.08		68.3
Qwen-VL-Chat 2024.08		68.2
LLaVA-1.5* 2024.08		67.9
Vila 3B 2024.12		67.9
LLaVA-1.5 + POVID 2025.06		67.5
DeepStack-L 2026.01		67.2
LLaVA-1.5 + RLHF-V 2025.06		67.1
Qwen-VL 2024.08		67.1
Qwen-VL 2026.01		67.1
LLaVA-1.5 2025.06		66.8
LLaVA 2026.01		66.8
LLaVA-1.5 + VLfeedback 2025.06		66.2
LLaVA-1.5 + Human-Preference 2025.06		65.8
BLIP-2 2023.05		64.5
InstructBLIP 2024.08		63.1
InstructBLIP 2023.05		63.1
InstructBLIP 2026.01		63.1
MobileVLM-3B 2024.08		61
BLIP-2 2023.05		61
BLIP-2 2026.01		61
InstructBLIP 2023.05		60.5
InstructBLIP 2026.01		60.5
BLIP-2 2023.05		54.9
BLIP-2 2023.05		53.8
LLaVA next 8B 2024.12		40.1