Scores on benchmarks

Model rank shown below is with respect to all public models.
.072 average_vision rank 409
81 benchmarks
.072
0
ceiling
best
median
.090 neural_vision rank 406
38 benchmarks
.090
0
ceiling
best
median
.053 behavior_vision rank 345
43 benchmarks
.053
0
ceiling
best
median

How to use

from brainscore_vision import load_model
model = load_model("deit_base_patch16_384_id")
model.start_task(...)
model.start_recording(...)
model.look_at(...)

Benchmarks bibtex

Layer Commitment

Region Layer
V1 blocks.1.mlp.fc2
V2 blocks.2.mlp.fc2
V4 blocks.0.mlp.fc2
IT blocks.8.mlp.fc2

Visual Angle

8 degrees