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98.2Accuracy

EMOVA

Updated 2d ago

Evaluation Results

Method	Links
EMOVA 2024.09		98.2
EMOVA 2024.09		96.4
CoS-7B 2024.07		93.9
EMOVA 2024.09		92.7
CogVLM-17B 2024.07		91.2
InstructBLIP 2023.05		90.7
BLIP-2 2023.05		89.5
LLaVA 2023.05		89
MoAI 2024.03		83.5
CoLLaVO 2024.02		80.7
InstructBLIP 2023.05		79.5
Brote-IM-XXL 2024.02		78.38
Imp-4B 2024.05		78.3
CuMo 2024.05		77.9
Brote-EX-XXL 2024.02		77.69
BLIP-2 2023.05		77.3
GPT-4V 2024.09		75.7
MM1 2024.05		75.3
MMICL-XXL 2024.02		74.92
SPHINX-MoE 2024.05		74.5
SPHINX-MoE 2024.08		74.5
SPHINX-Plus 2024.05		74.2
CuMo 2024.05		73.9
MoExtend 2024.08		73.8
VILA 2024.05		73.7
VILA-13B 2023.12		73.7
VILA-13B 2024.07		73.7
LLaVA-NeXT 2024.05		73.6
LLaVA-NeXT-13B 2026.02		73.2
VILA-13B + ShareGPT4V 2023.12		73.1
LLaVA-LLaMA3 2024.05		72.9
LLaVA-NeXT 2024.05		72.8
Imp-3B 2024.05		72.8
MM1 2024.05		72.6
MMICL-XL 2024.02		72.58
Brote-IM-XL 2024.02		72.58
CaMML-13B 2024.01		72.3
DivPrune 2026.02		72.3
FSR 2026.02		72.2
DivPrune 2026.02		72.2
CDPruner 2026.02		72.1
VisPruner 2026.02		71.9
CDPruner 2026.02		71.9
FastV 2026.02		71.7
HoloV 2026.02		71.7
LLaVA-1.5 2023.11		71.6
LLaVA-1.5 2024.03		71.6
LLaVA-v1.5 2024.05		71.6
LLaVA-1.5 2023.12		71.6
LLaVA-1.5 2023.10		71.6
LLaVA1.5 2024.02		71.6
LLaVA-1.5-13B 2024.06		71.6
LLaVA-v1.5-13B 2024.05		71.6
LLaVA-1.5 2024.01		71.6
LLaVA1.5 2024.03		71.6
LLaVA-1.5-13B 2024.07		71.6
LLaVA-1.5 2024.08		71.6
LLaVA-1.5-13B 2024.10		71.6
FSR 2026.02		71.6
LLaVA-1.5-13B 2024.05		71.2
LLaVA-1.5-13B + MMFuser 2024.10		71.2
Brote-EX-XL 2024.02		71.15
VisPruner 2026.02		71.1
CDPruner 2026.02		71.1
LLaVA-1.5-HD 2023.10		71
Bunny-3B 2024.05		70.9
Bunny-3B 2024.12		70.9
Mipha-3B 2024.12		70.9
LLaVA-Instruct-13B 2024.06		70.8
VisionZip 2026.02		70.8
Olympus 2024.12		70.7
InstructBLIP-XXL 2024.02		70.6
HoloV 2026.02		70.6
FastV 2026.02		70.5
VisPruner 2026.02		70.5
SPHINX-Intern2 2024.05		70.4
SPHINX-X-8B 2024.05		70.4
InstructBLIP-XL 2024.02		70.4
HyperLLaVA 2024.08		70.4
MoE-LLaVA 2024.02		70.3
MoE-LLaVA-2.7Bx4 2024.08		70.3
MoE-LLaVA-3.6B 2024.12		70.3
FSR 2026.02		70.3
VisionZip 2026.02		70.2
TinyLLaVA-share-C-Phi 2024.02		70.1
LLaVA-NeXT 2024.05		70.1
LLaMA-VID 2023.11		70
LLaMA-VID 2024.05		70
LLaVA-Instruct-7B 2024.06		70
MobileVLM-v2-3B 2024.12		70
Imp-v1 2024.12		70
FasterVLM 2026.02		69.5
HoloV 2026.02		69.5
TinyLLaVA-share-Sig-Phi 2024.02		69.1
TinyLLaVA 2024.12		69.1
FasterVLM 2026.02		68.9
Mask-LLaVA 2026.02		68.8
Mask-LLaVA 2026.02		68.8
InfMLLM-7B-Chat 2023.11		68.7
mPLUG-Owl2 2024.03		68.7

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