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CholecT50 (Challenge)
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
#1
Team Trequartista
SOTA
38.1
mAP
· Extra Data
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#2
Team 2Ai
36.9
mAP
· Extra Data
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#3
Team SIAT CAMI
35.8
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#4
MoCo V2 Surg SSL - Rendezvous head
35.7
mAP
· 2022-07-01
Dissecting Self-Supervised Learning Methods for Surgical Computer Vision
Code
#5
Team HFUT-MedIA
32.9
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#6
Rendezvous (PyTorch)
32.8
mAP
· 2022-04-11
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets
Code
#7
Rendezvous (TensorFlow v1)
32.7
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#8
Team CITI SJTU
32
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#9
Team ANL
31.9
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#10
Team Digital Surgery
31.7
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#11
RiT: Rendezvous-in-Time
30.94
mAP
· 2022-11-30
Rendezvous in Time: An Attention-based Temporal Fusion approach for Surgical Triplet Recognition
Code
#12
Attention Tripnet (PyTorch)
27.7
mAP
· 2022-04-11
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets
Code
#13
Tripnet (PyTorch)
27.4
mAP
· 2022-04-11
Data Splits and Metrics for Method Benchmarking on Surgical Action Triplet Datasets
Code
#14
Team Casia Robotics
26.7
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#15
Team Lsgroup
26.3
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#16
Team J&M
25.6
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#17
Attention Tripnet (TensorFlow v1)
25.5
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#18
Team Ceaiik
25.2
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#19
Team SJTU-IMR
24.8
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#20
Tripnet (TensorFlow v1)
SOTA
23.4
mAP
· 2020-07-10
Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action Triplets
Code
#21
Team SK
18.4
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#22
Team MMLAB
18.1
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#23
Team Band of Broeders
16
mAP
· Extra Data
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#24
Team NCT-TSO
10.4
mAP
· Extra Data
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#25
Team HFUT-NUS
9.8
mAP
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#26
Team CAMP
9.3
mAP
· Extra Data
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code
#27
Team Med Recognizer
4.2
mAP
· Extra Data
· 2022-04-10
CholecTriplet2021: A benchmark challenge for surgical action triplet recognition
Code