Visual Question Answering on VQA v2 (Overall Score)
89.4Overall AccuracyDDP
Evaluation Results
| Method | Links | |
|---|---|---|
| DDPbackbone=Gemini-3-Pro2026.04 | 89.4 | |
| Gemini-3-pro2026.04 | 85.6 | |
| GPT-4o2026.04 | 82.3 | |
| LLaVA-CKDLLM=Qwen2.5-1.5B, #TS=1.2M2026.05 | 80.04 | |
| baselineModel=LLaVA-v1.5-13B2025.07 | 80 | |
| SENTINELModel=LLaVA-v1.5-13B2025.07 | 79.9 | |
| ImpLLM=Qwen1.5-1.8B, #TS=1.5M2026.05 | 79.2 | |
| vanilla-DPOModel=LLaVA-v1.5-13B2025.07 | 79.2 | |
| Qwen-VL2026.04 | 78.8 | |
| CompoDistillLLM=Qwen1.5-1.8B, #TS=1.2M2026.05 | 78.8 | |
| LLaVA-v1.52026.04 | 78.5 | |
| baselineModel=LLaVA-v1.5-7B2025.07 | 78.5 | |
| VCDModel=LLaVA-v1.5-13B2025.07 | 78.5 | |
| TPCL_Fix↑backbone=LXMERT2024.11 | 78.42 | |
| SENTINELModel=LLaVA-v1.5-7B2025.07 | 78.4 | |
| HSA-DPOModel=LLaVA-v1.5-13B2025.07 | 78.3 | |
| OPERAModel=LLaVA-v1.5-7B2025.07 | 78.2 | |
| Individuals2026.05 | 78.11 | |
| EFUFModel=LLaVA-v1.5-7B2025.07 | 78.1 | |
| FREE-Merging2026.05 | 78.05 | |
| TPCL_Dyn↑backbone=LXMERT2024.11 | 78.03 | |
| DiDi-Merging2026.05 | 78.03 | |
| MMER2026.05 | 77.95 | |
| HA-DPOModel=LLaVA-v1.5-7B2025.07 | 77.6 | |
| POVIDModel=LLaVA-v1.5-7B2025.07 | 77.2 | |
| VCDModel=LLaVA-v1.5-7B2025.07 | 77 | |
| LLaVA-CKDLLM=Qwen2.5-0.5B, #TS=1.2M2026.05 | 76.8 | |
| BunnyLLM=Qwen1.5-1.8B, #TS=2.6M2026.05 | 76.6 | |
| DoLaModel=LLaVA-v1.5-7B2025.07 | 76.3 | |
| MoE-LLaVALLM=Qwen1.5-1.8B, #TS=2.1M2026.05 | 76.2 | |
| LVIDALLM=Llama-3.2-1B, #TS=1.2M2026.05 | 76.2 | |
| TPOModel=LLaVA-v1.5-7B2025.07 | 75.9 | |
| RLAIF-VModel=LLaVA-v1.5-7B2025.07 | 75.2 | |
| SIMPLEAUGbackbone=LXMERT2024.11 | 74.98 | |
| Sphinx-TinyLLM=TinyLlama-1.1B, #TS=15M2026.05 | 74.7 | |
| MoVE-KD-v1.1LLM=MobLLaMA-1.4B, #TS=1.2M2026.05 | 73.8 | |
| Gemini-1.5-pro2026.04 | 73.2 | |
| LXMERT2024.11 | 73.06 | |
| DGGbackbone=UpDn2024.11 | 65.54 | |
| UpDn2024.11 | 63.48 | |
| PWVQAbackbone=UpDn2024.11 | 62.63 | |
| GGDbackbone=UpDn2024.11 | 62.15 | |
| CVIVbackbone=UpDn2024.11 | 61.93 | |
| NaiveMC2026.05 | 59.73 | |
| EM-KDLLM=Qwen2.5-0.5B, #TS=1.3M2026.05 | 57.8 |