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Object Detection 벤치마크

Object Detection on Visual Genome

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MAP

5.39 15.04 24.7 34.35 44 2015-11 2026-09 AP (%) — 5.39 (2015-11-24) AP (%) — 5.39 (2015-11-24) AP (%) — 5.39 (2015-11-24) AP (%) — 5.39 (2015-11-24) AP (%) — 5.39 (2015-11-24) MSDN — 7.43 (2017-07-31) MSDN — 7.43 (2017-07-31) MSDN — 7.43 (2017-07-31) MSDN — 7.43 (2017-07-31) MSDN — 7.43 (2017-07-31) YOLOv5x6 — 32.7 (2022-11-18) YOLOv5x6 — 32.7 (2022-11-18) YOLOv5x6 — 32.7 (2022-11-18) YOLOv5x6 — 32.7 (2022-11-18) YOLOv5x6 — 32.7 (2022-11-18) KnowZRel — 44.0 (2025-02-21) KnowZRel — 44.0 (2025-02-21) KnowZRel — 44.0 (2025-02-21) KnowZRel — 44.0 (2025-02-21) KnowZRel — 44.0 (2025-02-21) AP (%) — 5.39 (2015-11-24) MSDN — 7.43 (2017-07-31) YOLOv5x6 — 32.7 (2022-11-18) KnowZRel — 44.0 (2025-02-21)
RankModel MAP PaperCodeYear
1 KnowZRel 44 KnowZRel: Common Sense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph Generation jaleedkhan/zsrr-sgg 2025
2 YOLOv5x6 32.7 An Enhanced Object Detection Model for Scene Graph Generation 2022
3 MSDN 7.43 Scene Graph Generation from Objects, Phrases and Region Captions yikang-li/MSDN 2017
4 AP (%) 5.39 DenseCap: Fully Convolutional Localization Networks for Dense Captioning jcjohnson/densecap 2015
5 KnowZRel 44 KnowZRel: Common Sense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph Generation jaleedkhan/zsrr-sgg 2025
6 YOLOv5x6 32.7 An Enhanced Object Detection Model for Scene Graph Generation 2022
7 MSDN 7.43 Scene Graph Generation from Objects, Phrases and Region Captions yikang-li/MSDN 2017
8 AP (%) 5.39 DenseCap: Fully Convolutional Localization Networks for Dense Captioning jcjohnson/densecap 2015
9 KnowZRel 44 KnowZRel: Common Sense Knowledge-based Zero-Shot Relationship Retrieval for Generalised Scene Graph Generation jaleedkhan/zsrr-sgg 2025
10 YOLOv5x6 32.7 An Enhanced Object Detection Model for Scene Graph Generation 2022
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