Object Hallucination Evaluation on POPE (Efficiency Metrics)
12Total TimeLLaVA-NeXT-7B + VisionZip
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LLaVA-NeXT-7B + VisionZipToken=1602026.06 | 12 | 69.9 | 4.72 | |
| LLaVA-NeXT-7B + V2DropToken=1602026.06 | 12 | 73.8 | 5.22 | |
| LLaVA-NeXT-7B + ApETToken=1602026.06 | 12 | 69.7 | 4.79 | |
| LLaVA-NeXT-7B + EvoCutToken=1602026.06 | 12 | 69.1 | 4.74 | |
| LLaVA-NeXT-7B + PDropToken=1602026.06 | 13 | 79.5 | 6.78 | |
| LLaVA-NeXT-7B + FastVToken=1602026.06 | 28 | 117 | 7.35 | |
| LLaVA-NeXT-7B + SparseVLMToken=1602026.06 | 30 | 136 | 7.62 | |
| LLaVA-NeXT-7BToken=28802026.06 | 35 | 206 | 31.03 |