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1
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9.22k
Visual Question Answering
MM-Vet
LLaVA-Next-Mistral-7b (+ DPO w/ VLFeedback)
https://arxiv.org/abs/2410.09421v2
GPT-4 score
44.2
Visual Question Answering
MM-Vet
MGM-7B+RP
https://arxiv.org/abs/2408.04594v3
GPT-4 score
44.1
Visual Question Answering
MM-Vet
LLaVA-Next-Vicuna-7b (+ DPO w/ VLFeedback)
https://arxiv.org/abs/2410.09421v2
GPT-4 score
44.1
Visual Question Answering
MM-Vet
VW-LMM
https://arxiv.org/abs/2403.07720v2
GPT-4 score
44.0
Visual Question Answering
MM-Vet
MoAI
https://arxiv.org/abs/2403.07508v3
GPT-4 score
43.7
Visual Question Answering
MM-Vet
MoAI
https://arxiv.org/abs/2403.07508v3
Params
7B
Visual Question Answering
MM-Vet
MM1-3B-Chat
https://arxiv.org/abs/2403.09611v4
GPT-4 score
43.7
Visual Question Answering
MM-Vet
MM1.5-3B-MoE
https://arxiv.org/abs/2409.20566v1
GPT-4 score
43.7
Visual Question Answering
MM-Vet
Imp-3B
https://arxiv.org/abs/2405.12107v2
GPT-4 score
43.3
Visual Question Answering
MM-Vet
Imp-3B
https://arxiv.org/abs/2405.12107v2
Params
3B
Visual Question Answering
MM-Vet
ShareGPT4V-13B
https://arxiv.org/abs/2311.12793v2
GPT-4 score
43.1
Visual Question Answering
MM-Vet
ShareGPT4V-13B
https://arxiv.org/abs/2311.12793v2
Params
13B
Visual Question Answering
MM-Vet
Mini-Gemini (+MoCa)
https://arxiv.org/abs/2410.07167v2
GPT-4 score
42.9
Visual Question Answering
MM-Vet
MM1.5-7B
https://arxiv.org/abs/2409.20566v1
GPT-4 score
42.2
Visual Question Answering
MM-Vet
MM1-7B-Chat
https://arxiv.org/abs/2403.09611v4
GPT-4 score
42.1
Visual Question Answering
MM-Vet
FlashSloth
https://arxiv.org/abs/2412.04317v1
GPT-4 score
41.9
Visual Question Answering
MM-Vet
FlashSloth
https://arxiv.org/abs/2412.04317v1
Params
3.2B
Visual Question Answering
MM-Vet
DeepSeek-VL
https://arxiv.org/abs/2403.05525v2
GPT-4 score
41.5
Visual Question Answering
MM-Vet
LaVA1.5-13B-BPO
https://arxiv.org/abs/2403.08730v2
GPT-4 score
41.4
Visual Question Answering
MM-Vet
LaVA1.5-13B-BPO
https://arxiv.org/abs/2403.08730v2
Params
13B
Visual Question Answering
MM-Vet
ASMv2
https://arxiv.org/abs/2402.19474v4
GPT-4 score
41.3
Visual Question Answering
MM-Vet
FocusLLaVA
https://arxiv.org/abs/2411.14228v1
GPT-4 score
41.3
Visual Question Answering
MM-Vet
SeVa-13B
https://arxiv.org/abs/2404.10501v2
GPT-4 score
41.0
Visual Question Answering
MM-Vet
MM1.5-3B
https://arxiv.org/abs/2409.20566v1
GPT-4 score
41.0
Visual Question Answering
MM-Vet
LLaVA-1.5-7B (VG-S)
https://arxiv.org/abs/2412.07012v3
GPT-4 score
40.4
Visual Question Answering
MM-Vet
CoLLaVO
https://arxiv.org/abs/2402.11248v4
GPT-4 score
40.3
Visual Question Answering
MM-Vet
CoLLaVO
https://arxiv.org/abs/2402.11248v4
Params
7B
Visual Question Answering
MM-Vet
SPHINX-2k
https://arxiv.org/abs/2311.07575v1
GPT-4 score
40.2
Visual Question Answering
MM-Vet
LLaVA-1.5 (LVIS-Instrcut4V)
https://arxiv.org/abs/2311.07574v2
GPT-4 score
40.2
Visual Question Answering
MM-Vet
LLaVA-1.5 (LVIS-Instrcut4V)
https://arxiv.org/abs/2311.07574v2
Params
13B
Visual Question Answering
MM-Vet
mPLUG-Owl3
https://arxiv.org/abs/2408.04840v2
GPT-4 score
40.1
Visual Question Answering
MM-Vet
Mono-InternVL-2B
https://arxiv.org/abs/2410.08202v2
GPT-4 score
40.1
Visual Question Answering
MM-Vet
Mono-InternVL-2B
https://arxiv.org/abs/2410.08202v2
Params
2B
Visual Question Answering
MM-Vet
LLaVA1.5-13B-MDA
https://arxiv.org/abs/2411.14279v1
GPT-4 score
39.90
Visual Question Answering
MM-Vet
LLaVA1.5-13B-MDA
https://arxiv.org/abs/2411.14279v1
Params
13B
Visual Question Answering
MM-Vet
LLaVA-VT (Vicuna-13B)
https://arxiv.org/abs/2403.18252v2
GPT-4 score
39.8
Visual Question Answering
MM-Vet
MM1.5-1B-MoE
https://arxiv.org/abs/2409.20566v1
GPT-4 score
39.8
Visual Question Answering
MM-Vet
Janus-Pro-1B
https://arxiv.org/abs/2501.17811v1
GPT-4 score
39.8
Visual Question Answering
MM-Vet
SQ-LLaVA∗
https://arxiv.org/abs/2403.11299v2
GPT-4 score
39.7
Visual Question Answering
MM-Vet
OmniFusion (grid split + ruDocVQA)
https://arxiv.org/abs/2404.06212v1
GPT-4 score
39.40
Visual Question Answering
MM-Vet
DeepStack-L-HD (Vicuna-13B)
https://arxiv.org/abs/2406.04334v1
GPT-4 score
39.3
Visual Question Answering
MM-Vet
LAF-13B
https://arxiv.org/abs/2401.17981v3
GPT-4 score
38.9
Visual Question Answering
MM-Vet
InfiMM-HD
https://arxiv.org/abs/2403.01487v1
GPT-4 score
38.9
Visual Question Answering
MM-Vet
InternLM-XC2 + MMDU-45k
https://arxiv.org/abs/2406.11833v2
GPT-4 score
38.8
Visual Question Answering
MM-Vet
LLaVA-1.5-7B (DC-S)
https://arxiv.org/abs/2412.07012v3
GPT-4 score
38.5
Visual Question Answering
MM-Vet
LayoutLMv3+ConvNeXt+CLIP
https://arxiv.org/abs/2401.17221v1
GPT-4 score
38.4
Visual Question Answering
MM-Vet
LayoutLMv3+ConvNeXt+CLIP
https://arxiv.org/abs/2401.17221v1
Params
7.9B
Visual Question Answering
MM-Vet
VOLCANO 13B
https://arxiv.org/abs/2311.07362v4
GPT-4 score
38.0
Visual Question Answering
MM-Vet
VOLCANO 13B
https://arxiv.org/abs/2311.07362v4
Params
13B
Visual Question Answering
MM-Vet
LLaVA-1.5+MMInstruct (Vicuna-13B)
https://arxiv.org/abs/2407.15838v2
GPT-4 score
37.9
Visual Question Answering
MM-Vet
LLaVA-1.5-13B (+CSR)
https://arxiv.org/abs/2405.14622v4
GPT-4 score
37.8
Visual Question Answering
MM-Vet
LLaVA-1.5-13B (+CSR)
https://arxiv.org/abs/2405.14622v4
Params
13B
Visual Question Answering
MM-Vet
LLaVA-1.5-LLaMA3-8B
https://arxiv.org/abs/2406.08478v2
GPT-4 score
37.8
Visual Question Answering
MM-Vet
LLaVA-1.5 + DenseFusion-1M (Vicuna-7B)
https://arxiv.org/abs/2407.08303v2
GPT-4 score
37.8
Visual Question Answering
MM-Vet
ShareGPT4V-7B
https://arxiv.org/abs/2311.12793v2
GPT-4 score
37.6
Visual Question Answering
MM-Vet
ShareGPT4V-7B
https://arxiv.org/abs/2311.12793v2
Params
7B
Visual Question Answering
MM-Vet
LLaVA-1.5+CoS
https://arxiv.org/abs/2403.12966v2
GPT-4 score
37.6
Visual Question Answering
MM-Vet
LLaVA-COCO-13B
https://arxiv.org/abs/2401.08968v1
GPT-4 score
37.5
Visual Question Answering
MM-Vet
LLaVA-S^2 + DenseFusion-1M (Vicuna-7B)
https://arxiv.org/abs/2407.08303v2
GPT-4 score
37.5
Visual Question Answering
MM-Vet
MM1.5-1B
https://arxiv.org/abs/2409.20566v1
GPT-4 score
37.4
Visual Question Answering
MM-Vet
Dynamic-LLaVA-13B
https://arxiv.org/abs/2412.00876v3
GPT-4 score
37.3
Visual Question Answering
MM-Vet
SeVa-7B
https://arxiv.org/abs/2404.10501v2
GPT-4 score
37.2
Visual Question Answering
MM-Vet
SoM-LLaVA-1.5-T
https://arxiv.org/abs/2404.16375v2
GPT-4 score
37.2
Visual Question Answering
MM-Vet
Emu3
https://arxiv.org/abs/2409.18869v1
GPT-4 score
37.2
Visual Question Answering
MM-Vet
LLaVA-Instruct (Vicuna-1.5-13B)
https://arxiv.org/abs/2406.19736v1
GPT-4 score
37.1
Visual Question Answering
MM-Vet
ILLUME
https://arxiv.org/abs/2412.06673v1
GPT-4 score
37.0
Visual Question Answering
MM-Vet
LLaVA1.5-7B-BPO
https://arxiv.org/abs/2403.08730v2
GPT-4 score
36.8
Visual Question Answering
MM-Vet
LLaVA1.5-7B-BPO
https://arxiv.org/abs/2403.08730v2
Params
7B
Visual Question Answering
MM-Vet
LLaVA-1.5-13B (+ MMFuser)
https://arxiv.org/abs/2410.11829v1
GPT-4 score
36.6
Visual Question Answering
MM-Vet
CaMML-13B
https://arxiv.org/abs/2401.03149v3
GPT-4 score
36.4
Visual Question Answering
MM-Vet
LLaVA-65B (Data Mixing)
https://arxiv.org/abs/2309.09958v1
GPT-4 score
36.4
Visual Question Answering
MM-Vet
LLaVA-1.5-13B
https://arxiv.org/abs/2310.03744v2
GPT-4 score
36.3±0.2
Visual Question Answering
MM-Vet
LLaVA-1.5-13B
https://arxiv.org/abs/2310.03744v2
Params
13B
Visual Question Answering
MM-Vet
Emu-14B
https://arxiv.org/abs/2307.05222v2
GPT-4 score
36.3±0.3
Visual Question Answering
MM-Vet
Emu-14B
https://arxiv.org/abs/2307.05222v2
Params
14B
Visual Question Answering
MM-Vet
mPLUG-Owl2
https://arxiv.org/abs/2311.04257v2
GPT-4 score
36.3±0.1
Visual Question Answering
MM-Vet
mPLUG-Owl2
https://arxiv.org/abs/2311.04257v2
Params
7B
Visual Question Answering
MM-Vet
Vary-base
https://arxiv.org/abs/2312.06109v1
GPT-4 score
36.2
Visual Question Answering
MM-Vet
StableLLaVA
https://arxiv.org/abs/2308.10253v2
GPT-4 score
36.1
Visual Question Answering
MM-Vet
DreamLLM-7B
https://arxiv.org/abs/2309.11499v2
GPT-4 score
35.9
Visual Question Answering
MM-Vet
DreamLLM-7B
https://arxiv.org/abs/2309.11499v2
Params
7B
Visual Question Answering
MM-Vet
MoE-LLaVA-2.7B×4-Top2
https://arxiv.org/abs/2401.15947v5
GPT-4 score
35.9
Visual Question Answering
MM-Vet
SoM-LLaVA-1.5
https://arxiv.org/abs/2404.16375v2
GPT-4 score
35.9
Visual Question Answering
MM-Vet
Dragonfly (Llama3-8B)
https://arxiv.org/abs/2406.00977v2
GPT-4 score
35.9
Visual Question Answering
MM-Vet
Ferret-v2-13B
https://arxiv.org/abs/2404.07973v1
GPT-4 score
35.7
Visual Question Answering
MM-Vet
AlignGPT (Vicuna-13B)
https://arxiv.org/abs/2405.14129v2
GPT-4 score
35.6
Visual Question Answering
MM-Vet
LLaVA-HR-X
https://arxiv.org/abs/2403.03003v1
GPT-4 score
35.5
Visual Question Answering
MM-Vet
SQ-LLaVA
https://arxiv.org/abs/2403.11299v2
GPT-4 score
35.5
Visual Question Answering
MM-Vet
LOVA$^3$
https://arxiv.org/abs/2405.14974v2
GPT-4 score
35.2
Visual Question Answering
MM-Vet
LOVA$^3$
https://arxiv.org/abs/2405.14974v2
Params
7B
Visual Question Answering
MM-Vet
LLaVA-InternLM2-7B-ViT + MoSLoRA
https://arxiv.org/abs/2406.11909v3
GPT-4 score
35.2
Visual Question Answering
MM-Vet
InternLM2+ViT (QMoSLoRA)
https://arxiv.org/abs/2406.11909v3
GPT-4 score
35.2
Visual Question Answering
MM-Vet
LLaVA1.5-7B-MDA
https://arxiv.org/abs/2411.14279v1
GPT-4 score
35.20
Visual Question Answering
MM-Vet
LLaVA1.5-7B-MDA
https://arxiv.org/abs/2411.14279v1
Params
7B
Visual Question Answering
MM-Vet
Mipha-3B+
https://arxiv.org/abs/2407.04681v1
GPT-4 score
35.1
Visual Question Answering
MM-Vet
LLaVA-Plus-13B (All Tools, V1.3, 336px)
https://arxiv.org/abs/2311.05437v1
GPT-4 score
35.0±0.0
Visual Question Answering
MM-Vet
LLaVA-Plus-13B (All Tools, V1.3, 336px)
https://arxiv.org/abs/2311.05437v1
Params
13B
Visual Question Answering
MM-Vet
Merlin
https://arxiv.org/abs/2312.00589v2
GPT-4 score
34.9
Visual Question Answering
MM-Vet
Arcana
https://arxiv.org/abs/2410.13733v1
GPT-4 score
34.8
Visual Question Answering
MM-Vet
INF-LLaVA
https://arxiv.org/abs/2407.16198v1
GPT-4 score
34.5