ColonGPT (w/ LoRA, w/o extra data)

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Computer Vision4 results

Image ClassificationonColonINST-v1 (Seen)
Accuray· 2024-10-22
94.06
SOTA
Frontiers in Intelligent Colonoscopy arXiv:2410.17241
Image ClassificationonColonINST-v1 (Unseen)
Accuray· 2024-10-22
83.24
SOTA
Frontiers in Intelligent Colonoscopy arXiv:2410.17241
Referring expression generationonColonINST-v1 (Unseen)
Accuray· 2024-10-22
80.18
SOTA
Frontiers in Intelligent Colonoscopy arXiv:2410.17241
Referring expression generationonColonINST-v1 (Seen)
Accuray· 2024-10-22
99.96
SOTA
Frontiers in Intelligent Colonoscopy arXiv:2410.17241