KOFFVQA - Object Attributes — leaderboard

Metric: Score (%). Source: huggingface.co. 82 models tracked.

Top models

#ModelScore
1GPT-4.188.33
2Qwen 2 VL 72B Instruct86.67
3Gemini 2.5 Pro (03-25)86
4Gemini 2.5 Flash (Preview 04-17)85.83
5GPT-4.5 (Preview)85.5
6O3 (2025-04-16)84.83
7Gemini 2.5 Pro (Preview 05-06)84.67
8Llama 4 Scout Instruct84.33
9O4 Mini (2025-04-16)84.33
10O1 (2024-12-17)83.33
11GPT-4.1 Mini82.5
12Claude 3.5 Sonnet (20241022)81.83
13InternVL3-78B81.5
14Gemini 2.0 Pro (Preview 02-05)80
15Llama 4 Maverick Instruct79.17

Interactive version: theaggregate.ai/benchmark?slug=koffvqa-object-attributes · How the rankings work · Data refreshed daily, snapshot 2026-07-22.