Scores on benchmarks
Model rank shown below is with respect to all public models.| .012 |
average_vision
rank 439
81 benchmarks |
|
| .024 |
neural_vision
rank 427
38 benchmarks |
|
| .094 |
V1
rank 364
24 benchmarks |
|
| .283 |
FreemanZiemba2013.V1-pls
v2
[reference]
rank 126
|
|
|
recordings from
102
sites in
V1
|
||
How to use
from brainscore_vision import load_model
model = load_model("TAU")
model.start_task(...)
model.start_recording(...)
model.look_at(...)
Benchmarks bibtex
@Article{Freeman2013,
author={Freeman, Jeremy
and Ziemba, Corey M.
and Heeger, David J.
and Simoncelli, Eero P.
and Movshon, J. Anthony},
title={A functional and perceptual signature of the second visual area in primates},
journal={Nature Neuroscience},
year={2013},
month={Jul},
day={01},
volume={16},
number={7},
pages={974-981},
abstract={The authors examined neuronal responses in V1 and V2 to synthetic texture stimuli that replicate higher-order statistical dependencies found in natural images. V2, but not V1, responded differentially to these textures, in both macaque (single neurons) and human (fMRI). Human detection of naturalistic structure in the same images was predicted by V2 responses, suggesting a role for V2 in representing natural image structure.},
issn={1546-1726},
doi={10.1038/nn.3402},
url={https://doi.org/10.1038/nn.3402}
}