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86.2Accuracy

Unified-IO 2

Updated 4d ago

Evaluation Results

Method	Links
Unified-IO 2 2024.03		86.2
Nuwa 2026.02		78.82
Unified-IO 2 2024.07		78.6
Nuwa 2026.02		78.58
Nuwa 2026.02		77.98
Vanilla 2026.02		77.8
INF-LLaVA* 2024.07		77.44
VT-LMM 2024.03		75.9
INF-LLaVA 2024.07		75.71
LLaVA-v1.5 2024.03		71.6
LLaVA-1.5 2024.01		71.6
AnyMAL-70B 2024.07		70.8
MoE-LLaVA-2.7Bx4-Top2† 2024.01		70.3
Monkey 2024.07		69.4
AcFormer 2024.07		69.4
Sugar 2024.11		69.4
TIVE 2024.07		69.2
mPLUG-Owl2 2024.07		68.7
MoE-LLaVA-2.7Bx4-Top2 2024.03		68.5
MoE-LLaVA-2.7Bx4-Top2 2024.01		68.5
LoRA-Sparse 2024.07		68.4
LLaVA-Phi 2024.07		68.4
LLaVA-Phi 2024.01		68.4
Qwen-VL-Chat 2024.07		68.2
Qwen-VL-Chat 2024.03		68.2
Qwen-VL-Chat 2024.11		68.2
VILA-7B 2024.11		68.2
VT-LMM 2024.03		68.1
Qwen-VL 2024.03		67.1
Qwen-VL 2024.11		67.1
Qwen-VL 2024.01		67.1
LLaVA1.5 2024.07		66.8
LLaVA-v1.5 2024.03		66.8
LLaVA-1.5 2024.11		66.8
LLaVA-1.5 2024.01		66.8
Emu2-Chat 2024.03		65.5
LLAVA-HR 2024.07		65.1
MoE-LLaVA-1.6Bx4-Top2† 2024.01		63.9
OneLLM 2024.07		63.4
InstructBLIP-13B 2024.07		63.1
InstructBLIP 2024.03		63.1
InstructBLIP 2024.11		63.1
MoE-LLaVA-1.8Bx4-Top2 2024.01		63.1
MoE-LLaVA-1.6Bx4-Top2 2024.01		62.6
BLIP-2 2024.03		61
BLIP-2 2024.11		61
MobileVLM 2024.01		61
InstructBLIP-7B 2024.07		60.5
InstructBLIP 2024.03		60.5
InstructBLIP 2024.11		60.5
AnyMAL-13B 2024.07		52.7
ImageBind-LLM 2024.07		51.4