OVIBench (Multiple Choice) - Cancellation: leaderboard

Metric: Answer-selection accuracy (%; choosing, among four candidate continuations, the one that handles the interruption correctly; multiple-choice subset of 4,710 samples; offline simulation of an interruption arriving while the model is generating its answer about a streaming video (3,200 videos from ActivityNet, MovieChat, QVHighlights, UCF-Crime and YouCook2); cancellation interruptions, where the model should stop). Source: arxiv.org. Saturation forecast: Around 2032. 6 models tracked.

Top models

#ModelScore
1Qwen 2.5 VL 7B45.69
2Seed-1.643.5
3Gemini 2.5 Flash17.4

Interactive version: theaggregate.ai/benchmark?slug=ovibench-multiple-choice-cancellation · How It Works · Data refreshed daily, snapshot 2026-09-26.