ML Research Wiki / Benchmarks / Referring expression generation / ColonINST-v1 (Seen)

ColonINST-v1 (Seen)

Referring expression generation Benchmark

Performance Over Time

📊 Showing 17 results | 📏 Metric: Accuray

Top Performing Models

Rank Model Paper Accuray Date Code
1 ColonGPT (w/ LoRA, w/o extra data) Frontiers in Intelligent Colonoscopy 99.96 2024-10-22 📦 ai4colonoscopy/intelliscope
2 LLaVA-v1.5 (w/ LoRA, w/ extra data) Improved Baselines with Visual Instruction Tuning 99.32 2023-10-05 📦 huggingface/transformers 📦 haotian-liu/LLaVA 📦 LLaVA-VL/LLaVA-NeXT
3 LLaVA-Med-v1.5 (w/ LoRA, w/o extra data) LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day 99.30 2023-06-01 📦 microsoft/LLaVA-Med
4 MGM-2B (w/o LoRA, w/ extra data) Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models 98.75 2024-03-27 📦 dvlab-research/MGM 📦 dvlab-research/minigemini
5 LLaVA-v1.5 (w/ LoRA, w/o extra data) Improved Baselines with Visual Instruction Tuning 98.58 2023-10-05 📦 huggingface/transformers 📦 haotian-liu/LLaVA 📦 LLaVA-VL/LLaVA-NeXT
6 MGM-2B (w/o LoRA, w/o extra data) Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models 98.17 2024-03-27 📦 dvlab-research/MGM 📦 dvlab-research/minigemini
7 MobileVLM-1.7B (w/ LoRA, w/ extra data) MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices 97.87 2023-12-28 📦 meituan-automl/mobilevlm
8 MobileVLM-1.7B (w/o LoRA, w/ extra data) MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices 97.78 2023-12-28 📦 meituan-automl/mobilevlm
9 LLaVA-Med-v1.0 (w/o LoRA, w/o extra data) LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day 97.74 2023-06-01 📦 microsoft/LLaVA-Med
10 LLaVA-Med-v1.0 (w/o LoRA, w/ extra data) LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day 97.35 2023-06-01 📦 microsoft/LLaVA-Med

All Papers (17)