Our new X account is live! Follow @wizwand_team for updates

Visual Question Answering on ScienceQA

98.18Accuracy

Cont-Squeeze (128 -> 1)

Updated 2d ago

Evaluation Results

Method
Cont-Squeeze (128 -> 1) 2026.02	98.18	-
In-Squeeze (128 ... -> 1) 2026.02	98.06	-
Direct Fine-tuning (r=1) 2026.02	98	-
Direct Fine-tuning (r=1) 2026.02	98	-
Direct Fine-tuning (r=1) 2026.02	97.94	-
Cont-Squeeze (128 -> 1) 2026.02	97.58	-
In-Squeeze (128 ... -> 1) 2026.02	97.55	-
Cont-Squeeze (128 -> 1) 2026.02	96.17	-
VisionLLM v2-chat 2024.06	94.4	-
Gemma 3 4B IT 2026.02	92.3	-
CogVLM-13B-Chat 2024.06	91.2	-
GMAIL 2026.02	91.2	-
LLaMA-3 2026.02	88.5	-
GMAIL 2026.02	87.6	-
MaD-Mix 2026.02	87.26	-
Avg 2026.02	86.07	-
OtterHD-8B 2024.03	86	-
LLaVA 2026.02	85.2	-
H-GIVR 2026.02	85.12	-
Uniform 2026.02	83.44	-
Fused 2026.02	83.29	-
GPT-4V 2024.06	82.1	-
GeminiProVision 2024.06	81.4	-
Dragonfly (Ours) 2024.06	79.5	-
Dragonfly 2024.06	79.5	-
MoVA 2024.04	79	-
H-GIVR 2026.02	78.9	-
Active-Pro 2026.02	77.79	-
MG-LLAVA 2024.06	77	-
MG-LLAVA 2024.06	76.3	-
MG-LLAVA 2024.06	74.7	-
MoVA 2024.04	74.7	-
Self-Con 2026.02	74.7	-
MoVA 2024.04	74.4	-
Fuyu-8B 2024.03	74.1	-
Auto-CoT 2026.02	74.09	-
MG-LLAVA 2024.06	73.9	-
FS-CoT 2026.02	73.83	-
VILA 2024.06	73.7	-
LLaVA-NeXT + MoVE-KD-v1.0 2025.01	73.7	-
LLaVA-NeXT 2024.06	73.6	-
LLaVA-NeXT 2025.01	73.6	-
Qwen-VL-Plus 2024.06	73.4	-
LLaVA-1.5 + MoVE-KD-v1.0 2025.01	73.2	-
MM1-7B-Chat 2024.06	72.6	-
LLaVA-NeXT-M3 2024.09	72.5	-
HiMAP 2025.03	72.1	-
LLaVA-UHD 2024.03	72	-
LLaVA-UHD 2024.06	72	-
LLaVA-UHD 2024.06	72	-
LLaVA-1.5+CoS 2024.03	71.9	-
LLaVA-1.5 + MoVE-KD-v1.1 2025.01	71.8	-
HiMAP 2025.03	71.7	-
LLaVA-1.5 2024.03	71.6	-
LLaVA-1.5 2024.03	71.6	-
LLaVA-1.5 2024.06	71.6	-
LLaVA-1.5 2024.06	71.6	-
LLaVA-1.5 2024.04	71.6	-
LLaVA-1.5 2025.01	71.6	-
Baseline 2025.03	71.6	-
LLaVolta 2024.06	71.4	-
MiCo-Chat-7B 2024.06	71.3	-
FastV 2025.03	71.3	-
Arcana 2024.10	71.2	-
AVG-LLaVA 2024.09	71.1	-
LLaVolta 2024.06	71	-
LLaVolta 2024.06	71	-
LLaVolta 2024.06	70.9	-
Baseline 2025.03	70.9	-
AnyMAL 70B (ViT-G) 2023.09	70.8	-
AnyMAL-70B 2024.06	70.8	-
MG-LLAVA 2024.06	70.8	-
LLaVolta 2024.06	70.8	-
AnyMAL-70B 2023.12	70.8	-
LLaVA-NeXT + MoVE-KD-v1.0 2025.01	70.7	-
SPHINX-2k 2024.09	70.6	-
InstructBLIP (V-13B) 2023.09	70.6	-
SPHINX-2k 2024.03	70.6	-
SPHINX-2k 2024.06	70.6	-
SPHINX-2k 2024.04	70.6	-
LLaVolta 2024.06	70.5	-
LLaVolta 2024.06	70.5	-
FastV 2025.03	70.5	-
MG-LLAVA 2024.09	70.4	-
Vanilla 2024.12	70.2	100
LLaVA-NeXT 2024.09	70.1	-
LLaVA-NeXT 2024.06	70.1	-
InternVL-13B 2024.06	70.1	-
LLaVA-NeXT 2025.01	70.1	-
LLaVA-1.5 + MoVE-KD-v1.1 2025.01	69.8	-
Arcana 2024.10	69.5	-
Monkey 2024.03	69.4	-
Monkey 2024.03	69.4	-
Monkey 2024.06	69.4	-
SPHINX 2024.03	69.3	-
SPHINX 2024.06	69.3	-
SPHINX 2024.06	69.3	-
LLaVA-1.5 + MoVE-KD-v1.0 2025.01	69.3	-
SPHINX-1k 2024.06	69.1	-
mPLUG-Owl2 2024.09	68.7	-

Showing 100 of 210 rows