Scores on benchmarks

Model rank shown below is with respect to all public models.
.394 average_vision rank 25
81 benchmarks
.394
0
ceiling
best
median
.275 neural_vision rank 250
38 benchmarks
.275
0
ceiling
best
median
.513 behavior_vision rank 14
43 benchmarks
.513
0
ceiling
best
median
.256 engineering_vision rank 213
25 benchmarks
.256
0
ceiling
best
median

How to use

from brainscore_vision import load_model
model = load_model("vit_huge_patch14_clip_224:laion2b_ft_in12k_in1k")
model.start_task(...)
model.start_recording(...)
model.look_at(...)

Benchmarks bibtex

Layer Commitment

Region Layer
V1 blocks.7.attn.qkv
V2 blocks.7.attn
V4 blocks.6.attn.qkv
IT blocks.11.attn

Visual Angle

None degrees