MiniGPT-v2 (w/ LoRA, w/o extra data)

Reported on 3 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision3 results

Image ClassificationonColonINST-v1 (Unseen)
Accuray· 2023-10-14
77.93
best: 83.24 (ColonGPT (w/ LoRA, w/o extra data))
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning arXiv:2310.09478
Referring expression generationonColonINST-v1 (Unseen)
Accuray· 2023-10-14
72.05
best: 80.18 (ColonGPT (w/ LoRA, w/o extra data))
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning arXiv:2310.09478
Referring expression generationonColonINST-v1 (Seen)
Accuray· 2023-10-14
94.69
best: 99.96 (ColonGPT (w/ LoRA, w/o extra data))
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning arXiv:2310.09478