LLaVA-v1.5 (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· 2023-10-05
79.1
best: 83.24 (ColonGPT (w/ LoRA, w/o extra data))
Improved Baselines with Visual Instruction Tuning arXiv:2310.03744
Referring expression generationonColonINST-v1 (Unseen)
Accuray· 2023-10-05
70.38
best: 80.18 (ColonGPT (w/ LoRA, w/o extra data))
Improved Baselines with Visual Instruction Tuning arXiv:2310.03744
Referring expression generationonColonINST-v1 (Seen)
Accuray· 2023-10-05
98.58
best: 99.96 (ColonGPT (w/ LoRA, w/o extra data))
Improved Baselines with Visual Instruction Tuning arXiv:2310.03744