Roboflow Vision Evals - Detection

Roboflow Vision Evals open-vocabulary object detection benchmark where models draw bounding boxes from text queries across SaCo-Gold and COCO-100.

5rows
score_pctprimary metric
2026-05-22sampled

Metadata

Metrics

Score, Avg Eval Time (lower is better)

Latest Results

Visible top rows captured from the rendered Roboflow Playground Vision Evals page. Roboflow reports 5 models and 250 queries per model for this category.

Rank Subject Score Model Match Provenance Sampled
1 SAM 3 60.34% Imported 2026-05-22
2 Falcon-Perception 46% Imported 2026-05-22
3 Grounding DINO 36.08% Imported 2026-05-22
4 YOLO World 29.8% Imported 2026-05-22
5 OWLv2 20.92% Imported 2026-05-22