Multimodal Benchmarking on SEED-I
70.2AccuracyLLaVA-NeXT-7B
Evaluation Results
| Method | Links | |
|---|---|---|
| LLaVA-NeXT-7BRetained Tokens=28802025.09 | 70.2 | |
| ZOO-PruneRetained Tokens=6402025.09 | 67.95 | |
| DivPruneRetained Tokens=6402025.09 | 67.56 | |
| VisionZipRetained Tokens=6402025.09 | 66.7 | |
| ZOO-PruneRetained Tokens=3202025.09 | 66.47 | |
| DivPruneRetained Tokens=3202025.09 | 65.35 | |
| ZOO-PruneRetained Tokens=1602025.09 | 64.05 | |
| VisionZipRetained Tokens=3202025.09 | 63.4 | |
| DivPruneRetained Tokens=1602025.09 | 62.54 | |
| VisionZipRetained Tokens=1602025.09 | 58.3 |