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Zero-Shot Object Detection 벤치마크

Zero-Shot Object Detection on MSCOCO

35개 결과 · ⬇ CSV · JSON

AP

40.5 44.23 47.95 51.67 55.4 2022-07 2026-11 Object-Centric-OVD — 40.5 (2022-07-07) Object-Centric-OVD — 40.5 (2022-07-07) Object-Centric-OVD — 40.5 (2022-07-07) Object-Centric-OVD — 40.5 (2022-07-07) Object-Centric-OVD — 40.5 (2022-07-07) Grounding DINO-L (without COCO data) — 52.5 (2023-03-09) Grounding DINO-L (without COCO data) — 52.5 (2023-03-09) Grounding DINO-L (without COCO data) — 52.5 (2023-03-09) Grounding DINO-L (without COCO data) — 52.5 (2023-03-09) Grounding DINO-L (without COCO data) — 52.5 (2023-03-09) YOLO-World-L(without COCO data) — 45.1 (2024-01-30) YOLO-World-L(without COCO data) — 45.1 (2024-01-30) YOLO-World-L(without COCO data) — 45.1 (2024-01-30) YOLO-World-L(without COCO data) — 45.1 (2024-01-30) YOLO-World-L(without COCO data) — 45.1 (2024-01-30) Grounding DINO 1.6 Pro (without COCO data) — 55.4 (2024-05-16) Grounding DINO 1.5 Pro (without COCO data) — 54.3 (2024-05-16) Grounding DINO 1.6 Pro (without COCO data) — 55.4 (2024-05-16) Grounding DINO 1.5 Pro (without COCO data) — 54.3 (2024-05-16) Grounding DINO 1.6 Pro (without COCO data) — 55.4 (2024-05-16) Grounding DINO 1.5 Pro (without COCO data) — 54.3 (2024-05-16) Grounding DINO 1.6 Pro (without COCO data) — 55.4 (2024-05-16) Grounding DINO 1.5 Pro (without COCO data) — 54.3 (2024-05-16) Grounding DINO 1.6 Pro (without COCO data) — 55.4 (2024-05-16) Grounding DINO 1.5 Pro (without COCO data) — 54.3 (2024-05-16) OV-DINO-T (without COCO data) — 50.6 (2024-07-10) OV-DINO-T (without COCO data) — 50.6 (2024-07-10) OV-DINO-T (without COCO data) — 50.6 (2024-07-10) OV-DINO-T (without COCO data) — 50.6 (2024-07-10) OV-DINO-T (without COCO data) — 50.6 (2024-07-10) CP-DETR-Pro((without COCO data)) — 55.4 (2024-12-13) CP-DETR-Pro((without COCO data)) — 55.4 (2024-12-13) CP-DETR-Pro((without COCO data)) — 55.4 (2024-12-13) CP-DETR-Pro((without COCO data)) — 55.4 (2024-12-13) CP-DETR-Pro((without COCO data)) — 55.4 (2024-12-13) Object-Centric-OVD — 40.5 (2022-07-07) Grounding DINO-L (without COCO data) — 52.5 (2023-03-09) Grounding DINO 1.6 Pro (without COCO data) — 55.4 (2024-05-16)
RankModel AP Extra Training Data PaperCodeYear
1 Grounding DINO 1.6 Pro (without COCO data) 55.4 ✓ Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection mit-han-lab/efficientvit · idea-research/grounded-sam-2 · idea-research/grounding-dino-1.5-api 2024
1 CP-DETR-Pro((without COCO data)) 55.4 ✓ CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection 2024
3 Grounding DINO 1.5 Pro (without COCO data) 54.3 ✓ Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection mit-han-lab/efficientvit · idea-research/grounded-sam-2 · idea-research/grounding-dino-1.5-api 2024
4 Grounding DINO-L (without COCO data) 52.5 ✓ Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection huggingface/transformers · IDEA-Research/Grounded-Segment-Anything · idea-research/groundingdino · +7 2023
5 OV-DINO-T (without COCO data) 50.6 ✓ OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective Fusion wanghao9610/ov-dino 2024
6 YOLO-World-L(without COCO data) 45.1 ✓ YOLO-World: Real-Time Open-Vocabulary Object Detection ailab-cvc/yolo-world · d-robotics-ai-lab/dosod · ibaiGorordo/ONNX-YOLO-World-Open-Vocabulary-Object-Detection 2024
7 Object-Centric-OVD 40.5 Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection mmaaz60/mvits_for_class_agnostic_od 2022
8 Grounding DINO 1.6 Pro (without COCO data) 55.4 ✓ Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection mit-han-lab/efficientvit · idea-research/grounded-sam-2 · idea-research/grounding-dino-1.5-api 2024
8 CP-DETR-Pro((without COCO data)) 55.4 ✓ CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection 2024
10 Grounding DINO 1.5 Pro (without COCO data) 54.3 ✓ Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection mit-han-lab/efficientvit · idea-research/grounded-sam-2 · idea-research/grounding-dino-1.5-api 2024
11 Grounding DINO-L (without COCO data) 52.5 ✓ Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection huggingface/transformers · IDEA-Research/Grounded-Segment-Anything · idea-research/groundingdino · +7 2023
12 OV-DINO-T (without COCO data) 50.6 ✓ OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective Fusion wanghao9610/ov-dino 2024
13 YOLO-World-L(without COCO data) 45.1 ✓ YOLO-World: Real-Time Open-Vocabulary Object Detection ailab-cvc/yolo-world · d-robotics-ai-lab/dosod · ibaiGorordo/ONNX-YOLO-World-Open-Vocabulary-Object-Detection 2024
14 Object-Centric-OVD 40.5 Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection mmaaz60/mvits_for_class_agnostic_od 2022
15 Grounding DINO 1.6 Pro (without COCO data) 55.4 ✓ Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection mit-han-lab/efficientvit · idea-research/grounded-sam-2 · idea-research/grounding-dino-1.5-api 2024
15 CP-DETR-Pro((without COCO data)) 55.4 ✓ CP-DETR: Concept Prompt Guide DETR Toward Stronger Universal Object Detection 2024
17 Grounding DINO 1.5 Pro (without COCO data) 54.3 ✓ Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection mit-han-lab/efficientvit · idea-research/grounded-sam-2 · idea-research/grounding-dino-1.5-api 2024
18 Grounding DINO-L (without COCO data) 52.5 ✓ Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection huggingface/transformers · IDEA-Research/Grounded-Segment-Anything · idea-research/groundingdino · +7 2023
19 OV-DINO-T (without COCO data) 50.6 ✓ OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective Fusion wanghao9610/ov-dino 2024
20 YOLO-World-L(without COCO data) 45.1 ✓ YOLO-World: Real-Time Open-Vocabulary Object Detection ailab-cvc/yolo-world · d-robotics-ai-lab/dosod · ibaiGorordo/ONNX-YOLO-World-Open-Vocabulary-Object-Detection 2024
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