Visual Question Answering on GQA (GQA, Rel. Acc)
63.3GQA ScoreLLaVA-1.5-13B
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LLaVA-1.5-13BBackbone=LLaVA-1.5-13B, Visual Token Retention=576 tokens2026.06 | 63.3 | 100 | |
| DARTBackbone=LLaVA-1.5-13B, Visual Token Retention=128 tokens2026.06 | 61 | 97.1 | |
| CDPrunerBackbone=LLaVA-1.5-13B, Visual Token Retention=128 tokens2026.06 | 59.8 | 97.9 | |
| SPAREBackbone=LLaVA-1.5-13B, Visual Token Retention=128 tokens2026.06 | 59.7 | 98 | |
| CDPrunerBackbone=LLaVA-1.5-13B, Visual Token Retention=64 tokens2026.06 | 59.4 | 96.3 | |
| SPAREBackbone=LLaVA-1.5-13B, Visual Token Retention=64 tokens2026.06 | 59.4 | 97.2 | |
| SparseVLMBackbone=LLaVA-1.5-13B, Visual Token Retention=128 tokens2026.06 | 58.7 | 97.9 | |
| CDPrunerBackbone=LLaVA-1.5-13B, Visual Token Retention=32 tokens2026.06 | 58.4 | 92.6 | |
| SPAREBackbone=LLaVA-1.5-13B, Visual Token Retention=32 tokens2026.06 | 58.4 | 94.7 | |
| PruMerge+Backbone=LLaVA-1.5-13B, Visual Token Retention=128 tokens2026.06 | 57.4 | 93.2 | |
| DARTBackbone=LLaVA-1.5-13B, Visual Token Retention=64 tokens2026.06 | 57.1 | 92.5 | |
| SparseVLMBackbone=LLaVA-1.5-13B, Visual Token Retention=64 tokens2026.06 | 55.7 | 89.7 | |
| PruMerge+Backbone=LLaVA-1.5-13B, Visual Token Retention=64 tokens2026.06 | 55.6 | 90 | |
| DARTBackbone=LLaVA-1.5-13B, Visual Token Retention=32 tokens2026.06 | 54 | 86 |