Action Recognition on CholecT50 (Challenge)

Metric: mAP (higher is better)

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#	Model↕	mAP▼	Extra Data	Paper	Date↕	Code
1	Team Trequartista	38.1	Yes	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
2	Team 2Ai	36.9	Yes	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
3	Team SIAT CAMI	35.8	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
4	MoCo V2 Surg SSL - Rendezvous head	35.7	No	Dissecting Self-Supervised Learning Methods for ...	2022-07-01	Code
5	Team HFUT-MedIA	32.9	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
6	Rendezvous (PyTorch)	32.8	No	Data Splits and Metrics for Method Benchmarking ...	2022-04-11	Code
7	Rendezvous (TensorFlow v1)	32.7	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
8	Team CITI SJTU	32	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
9	Team ANL	31.9	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
10	Team Digital Surgery	31.7	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
11	RiT: Rendezvous-in-Time	30.94	No	Rendezvous in Time: An Attention-based Temporal ...	2022-11-30	Code
12	Attention Tripnet (PyTorch)	27.7	No	Data Splits and Metrics for Method Benchmarking ...	2022-04-11	Code
13	Tripnet (PyTorch)	27.4	No	Data Splits and Metrics for Method Benchmarking ...	2022-04-11	Code
14	Team Casia Robotics	26.7	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
15	Team Lsgroup	26.3	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
16	Team J&M	25.6	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
17	Attention Tripnet (TensorFlow v1)	25.5	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
18	Team Ceaiik	25.2	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
19	Team SJTU-IMR	24.8	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
20	Tripnet (TensorFlow v1)	23.4	No	Recognition of Instrument-Tissue Interactions in...	2020-07-10	Code
21	Team SK	18.4	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
22	Team MMLAB	18.1	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
23	Team Band of Broeders	16	Yes	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
24	Team NCT-TSO	10.4	Yes	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
25	Team HFUT-NUS	9.8	No	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
26	Team CAMP	9.3	Yes	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code
27	Team Med Recognizer	4.2	Yes	CholecTriplet2021: A benchmark challenge for sur...	2022-04-10	Code

#1Team TrequartistaSOTA
38.1
mAP· Extra Data· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#2Team 2Ai
36.9
mAP· Extra Data· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#3Team SIAT CAMI
35.8
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#4MoCo V2 Surg SSL - Rendezvous head
35.7
mAP· 2022-07-01
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision Code
#5Team HFUT-MedIA
32.9
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#6Rendezvous (PyTorch)
32.8
mAP· 2022-04-11
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets Code
#7Rendezvous (TensorFlow v1)
32.7
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#8Team CITI SJTU
32
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#9Team ANL
31.9
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#10Team Digital Surgery
31.7
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#11RiT: Rendezvous-in-Time
30.94
mAP· 2022-11-30
Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet Recognition Code
#12Attention Tripnet (PyTorch)
27.7
mAP· 2022-04-11
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets Code
#13Tripnet (PyTorch)
27.4
mAP· 2022-04-11
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets Code
#14Team Casia Robotics
26.7
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#15Team Lsgroup
26.3
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#16Team J&M
25.6
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#17Attention Tripnet (TensorFlow v1)
25.5
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#18Team Ceaiik
25.2
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#19Team SJTU-IMR
24.8
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#20Tripnet (TensorFlow v1)SOTA
23.4
mAP· 2020-07-10
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets Code
#21Team SK
18.4
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#22Team MMLAB
18.1
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#23Team Band of Broeders
16
mAP· Extra Data· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#24Team NCT-TSO
10.4
mAP· Extra Data· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#25Team HFUT-NUS
9.8
mAP· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#26Team CAMP
9.3
mAP· Extra Data· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code
#27Team Med Recognizer
4.2
mAP· Extra Data· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition Code