Scores on benchmarks

Model rank shown below is with respect to all public models.
.157 average_vision rank 320
81 benchmarks
.157
0
ceiling
best
median
.278 neural_vision rank 239
38 benchmarks
.278
0
ceiling
best
median
.035 behavior_vision rank 375
43 benchmarks
.035
0
ceiling
best
median

How to use

from brainscore_vision import load_model
model = load_model("ViT-B/32")
model.start_task(...)
model.start_recording(...)
model.look_at(...)

Benchmarks bibtex

Layer Commitment

Region Layer
V1 transformer.resblocks.2.ln_2_reshape
V2 transformer.resblocks.3.ln_2_reshape
V4 transformer.resblocks.3.ln_2_reshape
IT transformer.resblocks.6.ln_2_reshape

Visual Angle

8 degrees