3D on COCO (Common Objects in Context)

Metric: FPS (V100, b=1) (higher is better)

LeaderboardDataset

Loading chart...

Results

Hide augmentations

#	Model↕	FPS (V100, b=1)▼	Augmentations	Paper	Date↕	Code
1	YOLOv6-N	779	Yes	YOLOv6 v3.0: A Full-Scale Reloading	2023-01-13	Code
2	DAMO-YOLO-T	397	No	DAMO-YOLO : A Report on Real-Time Object Detecti...	2022-11-23	Code
3	YOLOv6-S	339	No	YOLOv6 v3.0: A Full-Scale Reloading	2023-01-13	Code
4	DAMO-YOLO-S	325	No	DAMO-YOLO : A Report on Real-Time Object Detecti...	2022-11-23	Code
5	DAMO-YOLO-M	233	No	DAMO-YOLO : A Report on Real-Time Object Detecti...	2022-11-23	Code
6	YOLOv6-M	175	No	YOLOv6 v3.0: A Full-Scale Reloading	2023-01-13	Code
7	DAMO-YOLO-L	126	No	DAMO-YOLO : A Report on Real-Time Object Detecti...	2022-11-23	Code
8	YOLOv3	123	No	PP-YOLOE: An evolved version of YOLO	2022-03-30	Code
9	YOLOv7-X	114	No	YOLOv7: Trainable bag-of-freebies sets new state...	2022-07-06	Code
10	PRB-FPN-CSP	113	No	Parallel Residual Bi-Fusion Feature Pyramid Netw...	2020-12-03	Code
11	YOLOv6-L	98	No	YOLOv6 v3.0: A Full-Scale Reloading	2023-01-13	Code
12	YOLOv6-S6(1280)	98	No	YOLOv6 v3.0: A Full-Scale Reloading	2023-01-13	Code
13	PRB-FPN-MSP	94	No	Parallel Residual Bi-Fusion Feature Pyramid Netw...	2020-12-03	Code
14	YOLOv7-W6(1280)	84	No	YOLOv7: Trainable bag-of-freebies sets new state...	2022-07-06	Code
15	PP-YOLOE+_L(distillation)	78	No	PP-YOLOE: An evolved version of YOLO	2022-03-30	Code
16	PP-YOLOE+_L	78	No	PP-YOLOE: An evolved version of YOLO	2022-03-30	Code
17	PRB-FPN-ELAN	70	No	Parallel Residual Bi-Fusion Feature Pyramid Netw...	2020-12-03	Code
18	YOLOv5-X	62.5	No	YOLOX: Exceeding YOLO Series in 2021	2021-07-18	Code
19	YOLOv7-E6(1280)	56	No	YOLOv7: Trainable bag-of-freebies sets new state...	2022-07-06	Code
20	YOLOR-P6D	49	No	You Only Learn One Representation: Unified Netwo...	2021-05-10	Code
21	YOLOR-P6	49	No	You Only Learn One Representation: Unified Netwo...	2021-05-10	Code
22	YOLOR-W6	47	Yes	You Only Learn One Representation: Unified Netwo...	2021-05-10	Code
23	PP-YOLOE+_X	45	No	PP-YOLOE: An evolved version of YOLO	2022-03-30	Code
24	YOLOv7-D6(1280)	44	No	YOLOv7: Trainable bag-of-freebies sets new state...	2022-07-06	Code
25	YOLOv4-S	38	No	YOLOv4: Optimal Speed and Accuracy of Object Det...	2020-04-23	Code
26	YOLOR-E6	37	Yes	You Only Learn One Representation: Unified Netwo...	2021-05-10	Code
27	YOLOv7-E6E(1280)	36	No	YOLOv7: Trainable bag-of-freebies sets new state...	2022-07-06	Code
28	PRB-FPN6-E-ELAN(1280)	31	No	Parallel Residual Bi-Fusion Feature Pyramid Netw...	2020-12-03	Code
29	YOLOv4-M	31	No	YOLOv4: Optimal Speed and Accuracy of Object Det...	2020-04-23	Code
30	YOLOR-D6	30	Yes	You Only Learn One Representation: Unified Netwo...	2021-05-10	Code
31	YOLOv6-L6(1280)	26	No	YOLOv6: A Single-Stage Object Detection Framewor...	2022-09-07	Code
32	Faster RCNN-FPN+	26	Yes	End-to-End Object Detection with Transformers	2020-05-26	Code
33	YOLOv4-L	23	No	YOLOv4: Optimal Speed and Accuracy of Object Det...	2020-04-23	Code
34	YOLOv5n	6.3	Yes	-	-	Code