Region Understanding on ViP-Bench
0.402Recognition ScoreShikra-7B
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Shikra-7BReference Format=textual coordinates, Concurrent work=true2023.07 | 0.402 | 0.1 | 0.28 | 0.035 | 0.189 | 0.206 | 0.337 | |
| InstructBLIPReference Format=pure language reference2023.07 | 0.369 | 0.163 | 0.342 | 0.223 | 0.268 | 0.075 | 0.317 | |
| GPT4RoI-7B2023.07 | 0.356 | 0.167 | 0.297 | 0.037 | 0.325 | 0.138 | 0.351 | |
| Kosmos-2Reference Format=extra position tokens, Concurrent work=true2023.07 | 0.295 | 0.142 | 0.185 | 0.097 | 0.075 | 0.219 | 0.269 |