VideoChat-R1: benchmark results

Provider: Other.

Aggregate Rating 1576 ± 49, rank #1317 of 10916 rated models, from 19 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
EG-VQA - Evidence Grounding18.71Evidence-grounded F1 (%, EG-F1 at temporal IoU 0.3 and seman100
EG-VQA - Descriptive13.24Strict accuracy (%) on descriptive questions (directly obser75
EG-VQA - Relaxed Accuracy32.21Relaxed accuracy (%): fully correct answers count 1 and part75
EG-VQA - Temporal9.99Strict accuracy (%) on temporal questions (event order and p75
MuseBench - Cinematic Arts (Single-Select)35.87Cinematic-arts chance-adjusted accuracy (%): raw single-sele63
MuseBench - Game Arts (Multi-Select)8.41Game-arts exact-match accuracy (%) on multi-select questions63
MuseBench - Static Visual Arts (Multi-Select)12.1Static-visual-arts exact-match accuracy (%) on multi-select 59.3
MuseBench - Stage Performing Arts (Single-Select)33.04Stage-performing-arts chance-adjusted accuracy (%): raw sing55.6
MuseBench - Static Visual Arts (Single-Select)29.05Static-visual-arts chance-adjusted accuracy (%): raw single-51.9
EG-VQA16.87Strict accuracy (%): share of answers the judge rates fully 50
EG-VQA - Causal24.1Strict accuracy (%) on causal questions (why an event happen50
MuseBench - Single-Select (Overall)26.49Overall chance-adjusted accuracy (%): raw single-select accu48.1

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