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SotA/Computer Vision/MMR total/MRR-Benchmark

MMR total on MRR-Benchmark

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#Model↕Total Column Score▼Extra DataPaperDate↕Code
1Claude 3.5 Sonnet463Yes---
2GPT-4o457YesGPT-4o: Visual perception performance of multimo...2024-06-14-
3GPT-4V415YesThe Dawn of LMMs: Preliminary Explorations with ...2023-09-29Code
4LLaVA-NEXT-34B412YesVisual Instruction Tuning2023-04-17Code
5Phi-3-Vision397YesPhi-3 Technical Report: A Highly Capable Languag...2024-04-22-
6InternVL2-8B368YesInternVL: Scaling up Vision Foundation Models an...2023-12-21Code
7Qwen-vl-max366YesQwen-VL: A Versatile Vision-Language Model for U...2023-08-24Code
8LLaVA-NEXT-13B335YesVisual Instruction Tuning2023-04-17Code
9Qwen-vl-plus310YesQwen-VL: A Versatile Vision-Language Model for U...2023-08-24Code
10Idefics-2-8B256YesWhat matters when building vision-language models?2024-05-03-
11LLaVA-1.5-13B243YesVisual Instruction Tuning2023-04-17Code
12InternVL2-1B237YesInternVL: Scaling up Vision Foundation Models an...2023-12-21Code
13Monkey-Chat-7B214YesMonkey: Image Resolution and Text Label Are Impo...2023-11-11Code
14Idefics-80B139YesOBELICS: An Open Web-Scale Filtered Dataset of I...2023-06-21Code