Benchmark RadarAI BENCHMARK PROFILE
CalorieBench-80K
CalorieBench-80K is a food image benchmark with calorie labels and dietary advice annotations, used to evaluate Food-R1 and other models for food analysis tasks.
- Released
- 2026-06-03
- Readiness
- Paper only
- Primary field
- General AI
Why it matters
Provides a large-scale food benchmark with chain-of-thought annotations for calorie reasoning, enabling evaluation of VLMs on nutritional understanding.
Motivation
Recent studies have explored Vision-Language Models (VLMs) for food analysis.
Primary resources
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