Video on SoccerNet-v2

Metric: Average-mAP (higher is better)

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#	Model↕	Average-mAP▼	Extra Data	Paper	Date↕	Code
1	DenseAnchorsRevisited (Soares et al.)	78.5	No	Action Spotting using Dense Detection Anchors Re...	2022-06-15	Code
2	COMEDIAN (ViSwin T ens.)	77.6	No	COMEDIAN: Self-Supervised Learning and Knowledge...	2023-09-03	Code
3	COMEDIAN (ViViT T ens.)	77.1	No	COMEDIAN: Self-Supervised Learning and Knowledge...	2023-09-03	Code
4	COMEDIAN (ViSwin T)	76.6	No	COMEDIAN: Self-Supervised Learning and Knowledge...	2023-09-03	Code
5	COMEDIAN (ViViT T)	76.1	No	COMEDIAN: Self-Supervised Learning and Knowledge...	2023-09-03	Code
6	E2E-Spot	74.05	No	Spotting Temporally Precise, Fine-Grained Events...	2022-07-20	Code
7	NetVLAD++ (Giancola et al.)	53.4	No	Temporally-Aware Feature Pooling for Action Spot...	2021-04-14	Code
8	CALF (Cioppa et al.)	40.7	No	A Context-Aware Loss Function for Action Spottin...	2019-12-03	Code
9	AudioVid (Vanderplaetse et al.)	39.9	No	SoccerNet-v2: A Dataset and Benchmarks for Holis...	2020-11-26	Code
10	NetVLAD (Giancola et al.)	31.4	No	SoccerNet-v2: A Dataset and Benchmarks for Holis...	2020-11-26	Code

#1DenseAnchorsRevisited (Soares et al.)SOTA
78.5
Average-mAP· 2022-06-15
Action Spotting using Dense Detection Anchors Revisited: Submission to the SoccerNet Challenge 2022 Code
#2COMEDIAN (ViSwin T ens.)
77.6
Average-mAP· 2023-09-03
COMEDIAN: Self-Supervised Learning and Knowledge Distillation for Action Spotting using Transformers Code
#3COMEDIAN (ViViT T ens.)
77.1
Average-mAP· 2023-09-03
COMEDIAN: Self-Supervised Learning and Knowledge Distillation for Action Spotting using Transformers Code
#4COMEDIAN (ViSwin T)
76.6
Average-mAP· 2023-09-03
COMEDIAN: Self-Supervised Learning and Knowledge Distillation for Action Spotting using Transformers Code
#5COMEDIAN (ViViT T)
76.1
Average-mAP· 2023-09-03
COMEDIAN: Self-Supervised Learning and Knowledge Distillation for Action Spotting using Transformers Code
#6E2E-Spot
74.05
Average-mAP· 2022-07-20
Spotting Temporally Precise, Fine-Grained Events in Video Code
#7NetVLAD++ (Giancola et al.)SOTA
53.4
Average-mAP· 2021-04-14
Temporally-Aware Feature Pooling for Action Spotting in Soccer Broadcasts Code
#8CALF (Cioppa et al.)SOTA
40.7
Average-mAP· 2019-12-03
A Context-Aware Loss Function for Action Spotting in Soccer Videos Code
#9AudioVid (Vanderplaetse et al.)
39.9
Average-mAP· 2020-11-26
SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos Code
#10NetVLAD (Giancola et al.)
31.4
Average-mAP· 2020-11-26
SoccerNet-v2: A Dataset and Benchmarks for Holistic Understanding of Broadcast Soccer Videos Code