PIVOTS-Bench - Key Frame Identification: leaderboard

Metric: Accuracy (%; pick, from five frames of a Social-IQ 2.0 clip, the key frame the annotators marked as best showing a given relationship-dimension score; distractors 5 or 10 seconds away; chance 20%). Source: arxiv.org. Saturation forecast: Around December 2026. 5 models tracked.

Top models

#ModelScore
1GPT-562.15
2Gemini 2.5 Pro46.63
3Qwen 3 VL 8B34.75

Interactive version: theaggregate.ai/benchmark?slug=pivots-bench-key-frame-identification · How It Works · Data refreshed daily, snapshot 2026-09-26.