Scores on benchmarks

Model rank shown below is with respect to all public models.
.336 average_vision rank 73
81 benchmarks
.336
0
ceiling
best
median
.292 neural_vision rank 167
38 benchmarks
.292
0
ceiling
best
median
.381 behavior_vision rank 71
43 benchmarks
.381
0
ceiling
best
median
.287 engineering_vision rank 194
25 benchmarks
.287
0
ceiling
best
median

How to use

from brainscore_vision import load_model
model = load_model("effnetb1_cutmix_augmix_sam_e1_5avg_424x377")
model.start_task(...)
model.start_recording(...)
model.look_at(...)

Benchmarks bibtex

Layer Commitment

Region Layer
V1 blocks.3.2
V2 blocks.5.0
V4 blocks.3.0
IT blocks

Visual Angle

8 degrees