Scores on benchmarks

Model rank shown below is with respect to all public models.
.363 average_vision rank 52
81 benchmarks
.363
0
ceiling
best
median
.322 neural_vision rank 101
38 benchmarks
.322
0
ceiling
best
median
.403 behavior_vision rank 57
43 benchmarks
.403
0
ceiling
best
median
.445 engineering_vision rank 50
25 benchmarks
.445
0
ceiling
best
median

How to use

from brainscore_vision import load_model
model = load_model("efficientnet_b0")
model.start_task(...)
model.start_recording(...)
model.look_at(...)

Benchmarks bibtex

Layer Commitment

Region Layer
V1 features.3.1.stochastic_depth
V2 features.6.1.stochastic_depth
V4 features.4.1.stochastic_depth
IT features.6.1.stochastic_depth

Visual Angle

8 degrees