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Multi-modal Understanding on MMBench (mean accuracy)

86.3Mean Accuracy

Oryx-1.5

Updated 1mo ago

Evaluation Results

Method	Links
Oryx-1.5 2024.09		86.3
LLaVA-OneVision 2024.09		85.6
Oryx 2024.09		84.5
Latent Denoising 2026.04		84.5
Qwen3-VL-4B 2026.04		83.58
Baseline 2026.04		83.1
VILA-1.5 2024.09		82.4
Cambrian-1 2024.09		81.4
Oryx 2024.09		81.4
Oryx-1.5 2024.09		81.3
LLaVA-OneVision-7B 2026.04		80.57
LLaVA-NeXT 2024.09		79.3
InfiniteVL-4B 2026.04		79
SpB2.0-VL-5B 2026.04		78.39
Bunny-LLama3 2024.09		77.2
Qwen2.5-VL-3B 2026.04		76.88
Idefics2 2024.09		76.7
Cambrian-1 2024.09		75.9
VILA-1.5 2024.09		75.3
InternVL2-4B 2026.04		73.6
Deepseek-VL 2024.09		73.2
Monkey 2024.09		72.4
LLaVA-NeXT 2024.09		72.1
VITA 2024.09		71.8
MaTVLM-3B 2026.04		69.4
Latent Denoising 2026.04		68.7
SmolVLM2-2.2B 2026.04		67.48
CAMD 2026.03		66.6
FarSight 2026.03		66
Latent Denoising 2026.04		65.7
LLaVA-1.5-7B 2025.08		64.7
EVIAN 2026.04		64.63
CGD 2026.03		64.5
Baseline 2026.04		64.5
OPERA 2026.03		64.4
LLaVA-1.5 2026.03		64.3
Baseline 2026.04		64
VCD 2026.03		63.9
HiPrune++ 2025.08		63.5
SCALE 2026.04		63.18
BLIP-2 2026.04		63.17
ICD 2026.03		63.1
CAMD 2026.03		63.1
FarSight 2026.03		62.8
HiPrune 2025.08		62.8
HiPrune++ 2025.08		62.3
HiPrune 2025.08		62.2
BLIP 2026.04		61.83
Video-LLaVA 2026.03		60.9
CAMD 2026.03		60.6
HiPrune++ 2025.08		60.3
ALBEF 2026.04		60.03
FarSight 2026.03		59.8
Full Data 2026.04		59.53
HiPrune 2025.08		59.5
Qwen2.5-VL 2026.04		57.96
CLIPScore 2026.04		57.46
Chat-UniVi 2026.03		56.3
Cobra-3B 2026.04		55.9
Random 2026.04		53.53
CAMD 2026.03		46.8
FarSight 2026.03		46.5
InstructBLIP 2026.03		43.4