OVIBench (Multiple Choice) - Cancellation: leaderboard

Answer-selection accuracy on cancellation interruptions, where the model should stop in the OVIBench (2026) multiple-choice subset. Percent, higher is better.

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: Estimated already saturated. 6 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 2.5 VL 7B45.69#1796
2Seed-1.643.5#447
3Gemini 2.5 Flash17.4#452

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=ovibench-multiple-choice-cancellation · How It Works · Data refreshed daily, snapshot 2026-11-12.