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Visual Perception on MMVP

76.67Accuracy

SCF-VR

Updated 7d ago

Evaluation Results

Method
SCF-VR 2026.04	76.67	-
MUSE-3B 2026.05	74.8	-
LLaVA-OneVision 2026.04	74	-
LaRe 2025.11	74	-
UniLIP-3B 2026.05	73	-
InternVL3 2026.05	72.7	-
LVR 2025.11	72.7	-
Vision-R1 2026.04	72.67	-
VL-Rethinker 2026.04	72.67	-
CapImagine 2025.11	72.4	-
Laser 2026.04	72	-
MUSE-1B 2026.05	70.5	-
DMLR 2026.04	70.1	-
DeepEyes 2026.04	70	-
VLM-R1 2025.12	69.67	-
Jigsaw-R1 2025.12	69.66	-
ICoT 2026.04	69.3	-
Mix 2025.12	69	-
CCoT 2026.04	69	-
Bagel-7B-MoT 2025.11	68.7	-
GPT-4o 2026.04	68.7	-
UniLIP-1B 2026.05	68.7	-
Jigsaw 2025.12	68.67	-
PAPO 2026.04	68.67	-
Multimodal CoT 2026.04	68.1	-
Monet 2026.04	68	-
InternVL3 2026.05	67.3	-
Thyme 2025.11	66.7	-
SPHINX-13B 2026.01	66.6	-
Qwen2.5-VL-7B 2026.04	65.67	-
SenseNova-SI 2025.11	65.3	-
CARPE-MoE 2026.01	65	-
CARPE 2026.01	64	-
LVR 2026.04	64	-
ResDec 2026.02	63.33	-
Qwen 2.5 VL 2025.12	63.33	-
LLaVA1.5-7B 2026.01	63	-
INTERNVL3-8B + PGT 2026.05	62.7	-
OPERA 2026.02	61.67	-
LEVI 2026.01	61.3	-
INTERNVL3-8B 2026.05	60.7	-
VISTA 2026.02	60.33	-
VCD 2026.02	59.67	-
DoLa 2026.02	59.33	-
InternVL3-8B 2025.11	59.3	-
WiSE-FT 2026.01	59	-
Qwen3-VL-8B 2025.11	58.7	-
Regular 2026.02	58	-
IMAGE JIGSAW 2026.05	58	-
InternVL3.5-8B 2026.04	57.67	-
SenseNova-SI 2025.11	57.3	-
InternVL3-2B 2025.11	56.7	-
LLaVA1.5-7B 2026.01	56.6	-
SenseNova-SI 2025.11	56	-
ICD 2026.02	55.33	-
VST-7B-SFT 2025.11	54.7	-
BAGEL 2026.05	54.7	-
Cambrian-S-7B 2025.11	54	-
QWEN2.5-VL-7B + PGT 2026.05	54	-
QWEN2.5-VL-7B 2026.05	53.3	-
QWEN2.5-VL-7B + SPECIALIZED MIX 2026.05	52	-
InternVL3.5-8B 2025.11	50.6	-
MetaMorph 2026.05	48.3	-
SPATIAL-LADDER-3B 2026.05	48.1	-
Vision-R1 2025.11	47.8	-
SenseNova-SI 2025.11	47.3	-
Gemini2.5-Pro 2025.11	45.5	-
QWEN2.5-VL-3B + PGT 2026.05	45.3	-
VIGORL-3B 2026.05	44.7	-
LLAVA-NEXT-LLAMA3-8B + PGT 2026.05	42	-
QWEN2.5-VL-3B + SPECIALIZED MIX 2026.05	42	-
LLAVA-NEXT-7B + PGT 2026.05	38.7	-
LLAVA-NEXT-LLAMA3-8B 2026.05	38.7	-
QWEN2.5-VL-3B 2026.05	37.3	-
LLaVA-VT 2024.03	36.7	-
Emu3-Chat 2026.05	36.6	-
FedAvg-TA 2026.03	35.2	-
FedAvg-TIEs 2026.03	34.3	-
Fed-CMP 2026.03	34.3	-
FedAvg 2026.03	34.2	-
MOON 2026.03	33.8	-
LLaVA-1.5 2024.03	33.3	-
FedAdam 2026.03	33.1	-
LLAVA-NEXT-7B 2026.05	32.7	-
LLaVA-Cap 2024.03	32	-
THINKLITE-VL 2026.05	32	-
Local Training 2026.03	31.6	-
InternVL2.5 2026.05	31.3	-
FedAvg-DARE 2026.03	31.2	-
LLaVA-DCap 2024.03	30.7	-
Janus-pro-7B 2025.11	30.7	-
LLaVA-SG 2024.03	30	-
FedProx 2026.03	29.4	-
Vicuna-VT 2024.03	26.7	-
LLaVA-VT 2024.03	24	-
ResDec 2026.02	24	-
MemVR 2026.02	23.67	-
VILA-U 2026.05	22	-
ONLY 2026.02	21.33	-
OPERA 2026.02	21	-

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