Scores on benchmarks

Model rank shown below is with respect to all public models.
.413 average_vision rank 13
81 benchmarks
.413
0
ceiling
best
median
.303 neural_vision rank 151
38 benchmarks
.303
0
ceiling
best
median
.523 behavior_vision rank 10
43 benchmarks
.523
0
ceiling
best
median
.288 engineering_vision rank 194
25 benchmarks
.288
0
ceiling
best
median

How to use

from brainscore_vision import load_model
model = load_model("convnext_xxlarge:clip_laion2b_soup_ft_in1k")
model.start_task(...)
model.start_recording(...)
model.look_at(...)

Benchmarks bibtex

Layer Commitment

Region Layer
V1 stages.2.blocks.1.mlp.fc2
V2 stages.2.blocks.2
V4 stages.2.blocks.0.mlp.fc1
IT stages.2.blocks.2.conv_dw

Visual Angle

None degrees