Scores on benchmarks

Model rank shown below is with respect to all public models.

.008	average_vision rank 445 81 benchmarks	.008 0 ceiling best median

.016	neural_vision rank 433 38 benchmarks	.016 0 ceiling best median

.065	V2 rank 422 2 benchmarks	.065 0 ceiling best median

.130	FreemanZiemba2013.V2-pls v2 [reference] rank 415	.130 0 ceiling best median
	recordings from 103 sites in V2

How to use

from brainscore_vision import load_model
model = load_model("MIM")
model.start_task(...)
model.start_recording(...)
model.look_at(...)

Model API

Code examples

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}
                }

Layer Commitment

Region	Layer
V2	stlstm_layer_diff.2

Visual Angle

None degrees