Benchmark
QVHighlights Benchmark
What is QVHighlights?
QVHighlights is a video moment retrieval benchmark for detecting moments and highlights in videos via natural language queries. Given a query, the model must…
- Released
- 2021-07-20
- Modality
- multimodal
- Evaluates
- multimodal, video, vision
- Openness
- unknown
- Importer
- LLM Stats
- Reported scores
- 3
Source provenance
- Original evidence https://api.zeroeval.com/leaderboard/benchmarks/qvhighlights?top_n=500
QVHighlights results and reported scores
LLM Stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| Nova 2 Lite | Amazon | 0.772 | 2025-12-02 | evidence |
| Nova 2 Omni | Amazon | 0.767 | 2025-12-02 | evidence |
| Nova 2 Pro | Amazon | 0.767 | 2025-12-02 | evidence |
Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.