Object Tracking on CATER

Metric: L1 (higher is better)

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#	Model↕	L1▼	Extra Data	Paper	Date↕	Code
1	I3D-50 + LSTM	1.2	No	Quo Vadis, Action Recognition? A New Model and t...	2017-05-22	Code
2	Hopper	0.85	No	Hopper: Multi-hop Transformer for Spatiotemporal...	2021-03-19	Code
3	OPNet	0.54	No	Learning Object Permanence from Video	2020-03-23	Code
4	TFCNet	0.47	No	TFCNet: Temporal Fully Connected Networks for St...	2022-03-11	-
5	Aloe	0.44	No	Attention over learned object embeddings enables...	2020-12-15	Code
6	Loci	0.14	No	Learning What and Where: Disentangling Location ...	2022-05-26	Code

#1I3D-50 + LSTMSOTA
1.2
L1· 2017-05-22
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset Code
#2Hopper
0.85
L1· 2021-03-19
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning Code
#3OPNet
0.54
L1· 2020-03-23
Learning Object Permanence from Video Code
#4TFCNet
0.47
L1· 2022-03-11
TFCNet: Temporal Fully Connected Networks for Static Unbiased Temporal Reasoning
#5Aloe
0.44
L1· 2020-12-15
Attention over learned object embeddings enables complex visual reasoning Code
#6Loci
0.14
L1· 2022-05-26
Learning What and Where: Disentangling Location and Identity Tracking Without Supervision Code