MGM-2B (w/o 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· 2024-03-27
78.99
best: 83.24 (ColonGPT (w/ LoRA, w/o extra data))
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models arXiv:2403.18814
Referring expression generationonColonINST-v1 (Unseen)
Accuray· 2024-03-27
69.81
best: 80.18 (ColonGPT (w/ LoRA, w/o extra data))
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models arXiv:2403.18814
Referring expression generationonColonINST-v1 (Seen)
Accuray· 2024-03-27
98.17
best: 99.96 (ColonGPT (w/ LoRA, w/o extra data))
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models arXiv:2403.18814