R1-VL-7B: benchmark results

Provider: Other.

Aggregate Rating 1505 ± 46, rank #2260 of 10916 rated models, from 12 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
ObsDriveBench - Risk-aware Decision-making68.59Accuracy (%; dimension average of risk identification, fallb71.4
HID-Chart - Chemistry50Accuracy (%; GPT-5 mini judge, 108 chemistry questions)70
HID-Chart - Finance40.1Accuracy (%; GPT-5 mini judge, 327 finance questions)36.7
HID-Chart - Biology30.1Accuracy (%; GPT-5 mini judge, 136 biology questions)20
HID-Chart - Social34.9Accuracy (%; GPT-5 mini judge, 335 social questions)16.7
HID-Chart34.5Accuracy (%; GPT-5 mini judge against the annotated answer, 15.8
ObsDriveBench - Observability Awareness26.97Accuracy (%; dimension average of modality-specific observab14.3
ObsDriveBench - Spatial Reliability36.88Accuracy (%; dimension average of 2D-3D grounding, spatial r14.3
HID-Chart - Engineering31Accuracy (%; GPT-5 mini judge, 116 engineering questions)13.3
HID-Chart - Math29.9Accuracy (%; GPT-5 mini judge, 97 math questions)13.3
HID-Chart - Physics30.3Accuracy (%; GPT-5 mini judge, 119 physics questions)13.3
HID-Chart - Computer Science29.1Accuracy (%; GPT-5 mini judge, 323 computer science question6.7

Interactive version: theaggregate.ai/model?slug=r1-vl-7b · How It Works · Data refreshed daily, snapshot 2026-11-08.