Compositional Reasoning on BiVLC
94.6AccuracyTinyLLaVA
Evaluation Results
| Method | Links | |
|---|---|---|
| TinyLLaVALLM=Qwen2.5, Size=3B2026.07 | 94.6 | |
| TRAGLLM=Qwen2.5, Size=1.5B2026.07 | 93.8 | |
| TinyLLaVALLM=Qwen2.5, Size=1.5B2026.07 | 93.3 | |
| TinyLLaVALLM=Qwen1.5, Size=4B2026.07 | 93.2 | |
| TRAGLLM=Qwen1.5, Size=1.8B2026.07 | 89.1 | |
| TRAGLLM=Qwen2.5, Size=0.5B2026.07 | 87.1 | |
| CompoDistillLLM=Qwen1.5, Size=1.8B2026.07 | 86.5 | |
| LLaVA-KDLLM=Qwen1.5, Size=1.8B2026.07 | 85.5 | |
| KDLLM=Qwen1.5, Size=1.8B2026.07 | 85.3 | |
| TinyLLaVALLM=Qwen2.5, Size=0.5B2026.07 | 85.1 | |
| TinyLLaVALLM=Qwen1.5, Size=1.8B2026.07 | 83.8 | |
| TRAGLLM=Qwen1.5, Size=0.5B2026.07 | 80.2 | |
| CompoDistillLLM=Qwen1.5, Size=0.5B2026.07 | 78.6 | |
| LLaVA-KDLLM=Qwen1.5, Size=0.5B2026.07 | 74.5 | |
| TinyLLaVALLM=Qwen1.5, Size=0.5B2026.07 | 56.5 | |
| KDLLM=Qwen1.5, Size=0.5B2026.07 | 50.1 |