Benchmark
RefCOCO-avg Benchmark
What is RefCOCO-avg?
RefCOCO-avg measures object grounding accuracy averaged across RefCOCO, RefCOCO+, and RefCOCOg benchmarks. Benchmark Radar tracks 9 reported scores for…
- Modality
- image
- Evaluates
- spatial reasoning, grounding, vision
- Openness
- unknown
- Importer
- LLM Stats
- Reported scores
- 9
Source provenance
- Original evidence https://api.zeroeval.com/leaderboard/benchmarks/refcoco-avg?top_n=500
RefCOCO-avg results and reported scores
LLM Stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| LFM2.5-VL-3B | Liquid AI | 0.879 | 2026-08-12 | evidence |
| North Micro Vision Instruct | Cohere | 0.732 | 2026-08-12 | evidence |
| Qwen3 VL 235B A22B Thinking | Qwen | 0.924 | 2025-09-22 | evidence |
| Qwen3.5-122B-A10B | Qwen | 0.913 | 2026-02-24 | evidence |
| Qwen3.5-27B | Qwen | 0.909 | 2026-02-24 | evidence |
| Qwen3.5-35B-A3B | Qwen | 0.892 | 2026-02-24 | evidence |
| Qwen3.6 Plus | Qwen | 0.935 | 2026-04-02 | evidence |
| Qwen3.6-27B | Qwen | 0.925 | 2026-04-21 | evidence |
| Qwen3.6-35B-A3B | Qwen | 0.92 | 2026-04-16 | evidence |
Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.