Image Reasoning on MMStar
71.85AccuracyDBTrimKV
Evaluation Results
| Method | Links | |
|---|---|---|
| DBTrimKVBudget=5122026.05 | 71.85 | |
| VanillaBudget=Full2026.05 | 71.52 | |
| DBTrimKVBudget=10242026.05 | 71.5 | |
| TrimKVBudget=10242026.05 | 70.64 | |
| TrimKVBudget=5122026.05 | 70.28 | |
| DBTrimKVBudget=2562026.05 | 69.91 | |
| DBTrimKVBudget=1282026.05 | 68.69 | |
| AdaKVBudget=10242026.05 | 66.89 | |
| Ada-Pyramid-KVBudget=10242026.05 | 66.84 | |
| TrimKVBudget=2562026.05 | 65.67 | |
| DBTrimKVBudget=642026.05 | 65.44 | |
| TrimKVBudget=1282026.05 | 62.29 | |
| Ada-Pyramid-KVBudget=5122026.05 | 60.41 | |
| AdaKVBudget=5122026.05 | 60.14 | |
| R-KVBudget=10242026.05 | 58.42 | |
| R-KVBudget=5122026.05 | 55.23 | |
| TrimKVBudget=642026.05 | 54.12 | |
| AdaKVBudget=2562026.05 | 53.3 | |
| R-KVBudget=2562026.05 | 53.01 | |
| Ada-Pyramid-KVBudget=2562026.05 | 52.56 | |
| SnapKVBudget=10242026.05 | 51.84 | |
| SnapKVBudget=5122026.05 | 51.01 | |
| SnapKVBudget=2562026.05 | 50.89 | |
| R-KVBudget=1282026.05 | 50.04 | |
| Ada-Pyramid-KVBudget=1282026.05 | 41.6 | |
| AdaKVBudget=1282026.05 | 40.89 | |
| SnapKVBudget=1282026.05 | 40.43 |