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- analysis/.DS_Store +0 -0
- analysis/dinov2_embedding_embeddings.jsonl +0 -0
- analysis/dinov2_embedding_embeddings.npy +3 -0
- analysis/linear_probe_metrics_table.csv +28 -0
- analysis/linear_probe_r2_barplot.png +3 -0
- analysis/linear_probe_r2_barplot.webp +3 -0
- analysis/linear_probe_rmse_barplot.png +3 -0
- analysis/linear_probe_rmse_barplot.webp +3 -0
- analysis/linear_probe_scatter_dinov2_embedding_Chlorophyll.png +3 -0
- analysis/linear_probe_scatter_dinov2_embedding_Chlorophyll.webp +3 -0
- analysis/linear_probe_scatter_dinov2_embedding_DAP.png +3 -0
- analysis/linear_probe_scatter_dinov2_embedding_DAP.webp +3 -0
- analysis/linear_probe_scatter_dinov2_embedding_Leaf_Pitch.png +3 -0
- analysis/linear_probe_scatter_dinov2_embedding_Leaf_Pitch.webp +3 -0
- analysis/linear_probe_scatter_dinov2_embedding_Sun_Azimuth.png +3 -0
- analysis/linear_probe_scatter_dinov2_embedding_Sun_Azimuth.webp +3 -0
- analysis/linear_probe_scatter_dinov2_embedding_Sun_Azimuth_az_x.png +3 -0
- analysis/linear_probe_scatter_dinov2_embedding_Sun_Azimuth_az_x.webp +3 -0
- analysis/linear_probe_scatter_dinov2_embedding_Sun_Azimuth_az_y.png +3 -0
- analysis/linear_probe_scatter_dinov2_embedding_Sun_Azimuth_az_y.webp +3 -0
- analysis/linear_probe_scatter_dinov2_embedding_Sun_Elevation.png +3 -0
- analysis/linear_probe_scatter_dinov2_embedding_Sun_Elevation.webp +3 -0
- analysis/linear_probe_scatter_qwen3vl_late_Chlorophyll.png +3 -0
- analysis/linear_probe_scatter_qwen3vl_late_Chlorophyll.webp +3 -0
- analysis/linear_probe_scatter_qwen3vl_late_DAP.png +3 -0
- analysis/linear_probe_scatter_qwen3vl_late_DAP.webp +3 -0
- analysis/linear_probe_scatter_qwen3vl_late_Leaf_Pitch.png +3 -0
- analysis/linear_probe_scatter_qwen3vl_late_Leaf_Pitch.webp +3 -0
- analysis/linear_probe_scatter_qwen3vl_late_Sun_Azimuth.png +3 -0
- analysis/linear_probe_scatter_qwen3vl_late_Sun_Azimuth.webp +3 -0
- analysis/linear_probe_scatter_qwen3vl_late_Sun_Azimuth_az_x.png +3 -0
- analysis/linear_probe_scatter_qwen3vl_late_Sun_Azimuth_az_x.webp +3 -0
- analysis/linear_probe_scatter_qwen3vl_late_Sun_Azimuth_az_y.png +3 -0
- analysis/linear_probe_scatter_qwen3vl_late_Sun_Azimuth_az_y.webp +3 -0
- analysis/linear_probe_scatter_qwen3vl_late_Sun_Elevation.png +3 -0
- analysis/linear_probe_scatter_qwen3vl_late_Sun_Elevation.webp +3 -0
- analysis/linear_probe_scatter_qwen3vl_middle_Chlorophyll.png +3 -0
- analysis/linear_probe_scatter_qwen3vl_middle_Chlorophyll.webp +3 -0
- analysis/linear_probe_scatter_qwen3vl_middle_DAP.png +3 -0
- analysis/linear_probe_scatter_qwen3vl_middle_DAP.webp +3 -0
- analysis/linear_probe_scatter_qwen3vl_middle_Leaf_Pitch.png +3 -0
- analysis/linear_probe_scatter_qwen3vl_middle_Leaf_Pitch.webp +3 -0
- analysis/linear_probe_scatter_qwen3vl_middle_Sun_Azimuth.png +3 -0
- analysis/linear_probe_scatter_qwen3vl_middle_Sun_Azimuth.webp +3 -0
- analysis/linear_probe_scatter_qwen3vl_middle_Sun_Azimuth_az_x.png +3 -0
- analysis/linear_probe_scatter_qwen3vl_middle_Sun_Azimuth_az_x.webp +3 -0
- analysis/linear_probe_scatter_qwen3vl_middle_Sun_Azimuth_az_y.png +3 -0
- analysis/linear_probe_scatter_qwen3vl_middle_Sun_Azimuth_az_y.webp +3 -0
- analysis/linear_probe_scatter_qwen3vl_middle_Sun_Elevation.png +3 -0
- analysis/linear_probe_scatter_qwen3vl_middle_Sun_Elevation.webp +3 -0
analysis/.DS_Store
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analysis/dinov2_embedding_embeddings.jsonl
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analysis/dinov2_embedding_embeddings.npy
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version https://git-lfs.github.com/spec/v1
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analysis/linear_probe_metrics_table.csv
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model,layer,parameter,num_samples,r2,rmse,baseline_r2,baseline_rmse
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dinov2,embedding,Chlorophyll,3124,0.9568587422370911,2.1269506454467773,-0.0029760122299194334,10.258496284484863
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dinov2,embedding,DAP,3124,0.9974199771881104,1.43387131690979,-0.002366042137145996,28.2944278717041
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dinov2,embedding,Leaf Pitch,3124,0.9479209303855896,14.450352096557618,-0.0016353845596313477,63.64563827514648
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dinov2,embedding,Sun Azimuth,3124,0.6488500714302063,62.11495361328125,-0.0029813528060913088,105.00596923828125
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dinov2,embedding,Sun Elevation,3124,0.9869016170501709,3.6315913677215574,-0.003919792175292969,31.833341979980467
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dinov2,embedding(az_x),Sun Azimuth,3124,0.6658617854118347,0.43133920431137085,-0.004094862937927246,0.7488247156143188
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dinov2,embedding(az_y),Sun Azimuth,3124,0.5979056835174561,0.400669926404953,-0.001031970977783203,0.6326212167739869
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dinov2,embedding(degree),Sun Azimuth,3124,0.6318838834762573,0.41600446701049804,-0.0025620818138122558,0.6907224535942078
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dinov2,embedding(degree),Sun Elevation,3124,0.9862647175788879,0.0432125449180603,-0.0037685036659240723,0.36987627744674684
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qwen3vl,late_layer,Chlorophyll,3124,0.9619863867759705,1.995862030982971,-0.0029760122299194334,10.258496284484863
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qwen3vl,late_layer,Sun Azimuth,3124,0.45668251514434816,77.27183074951172,-0.0029813528060913088,105.00596923828125
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qwen3vl,late_layer,Sun Elevation,3124,0.9855901002883911,3.8105584144592286,-0.003919792175292969,31.833341979980467
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qwen3vl,late_layer(az_x),Sun Azimuth,3124,0.4260075926780701,0.5660414338111878,-0.004094862937927246,0.7488247156143188
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qwen3vl,late_layer(degree),Sun Azimuth,3124,0.4014453649520874,0.532402503490448,-0.0025620818138122558,0.6907224535942078
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qwen3vl,late_layer(degree),Sun Elevation,3124,0.9854193210601807,0.0445324145257473,-0.0037685036659240723,0.36987627744674684
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qwen3vl,middle_layer,Chlorophyll,3124,0.97543386220932,1.6045315742492676,-0.0029760122299194334,10.258496284484863
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qwen3vl,middle_layer,DAP,3124,0.999478530883789,0.6443522810935974,-0.002366042137145996,28.2944278717041
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qwen3vl,middle_layer,Leaf Pitch,3124,0.9799631595611572,8.992207145690918,-0.0016353845596313477,63.64563827514648
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qwen3vl,middle_layer,Sun Azimuth,3124,0.6777897715568543,59.51687240600586,-0.0029813528060913088,105.00596923828125
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qwen3vl,middle_layer,Sun Elevation,3124,0.9933939933776855,2.5790443897247313,-0.003919792175292969,31.833341979980467
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qwen3vl,middle_layer(az_x),Sun Azimuth,3124,0.6854524970054626,0.41880818605422976,-0.004094862937927246,0.7488247156143188
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qwen3vl,middle_layer(az_y),Sun Azimuth,3124,0.6417185664176941,0.3783040106296539,-0.001031970977783203,0.6326212167739869
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qwen3vl,middle_layer(degree),Sun Azimuth,3124,0.6635697484016418,0.39856561422348025,-0.0025620818138122558,0.6907224535942078
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qwen3vl,middle_layer(degree),Sun Elevation,3124,0.9933547496795654,0.030032971873879433,-0.0037685036659240723,0.36987627744674684
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analysis/linear_probe_r2_barplot.png
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analysis/linear_probe_r2_barplot.webp
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analysis/linear_probe_rmse_barplot.png
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analysis/linear_probe_rmse_barplot.webp
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analysis/linear_probe_scatter_dinov2_embedding_Chlorophyll.png
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analysis/linear_probe_scatter_dinov2_embedding_Chlorophyll.webp
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analysis/linear_probe_scatter_dinov2_embedding_DAP.png
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analysis/linear_probe_scatter_dinov2_embedding_DAP.webp
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analysis/linear_probe_scatter_dinov2_embedding_Leaf_Pitch.png
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analysis/linear_probe_scatter_dinov2_embedding_Leaf_Pitch.webp
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analysis/linear_probe_scatter_dinov2_embedding_Sun_Azimuth.png
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analysis/linear_probe_scatter_dinov2_embedding_Sun_Azimuth.webp
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analysis/linear_probe_scatter_dinov2_embedding_Sun_Azimuth_az_x.png
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analysis/linear_probe_scatter_dinov2_embedding_Sun_Azimuth_az_x.webp
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analysis/linear_probe_scatter_dinov2_embedding_Sun_Azimuth_az_y.png
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analysis/linear_probe_scatter_dinov2_embedding_Sun_Azimuth_az_y.webp
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analysis/linear_probe_scatter_dinov2_embedding_Sun_Elevation.png
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analysis/linear_probe_scatter_dinov2_embedding_Sun_Elevation.webp
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analysis/linear_probe_scatter_qwen3vl_late_Chlorophyll.png
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analysis/linear_probe_scatter_qwen3vl_late_Chlorophyll.webp
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analysis/linear_probe_scatter_qwen3vl_late_DAP.png
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analysis/linear_probe_scatter_qwen3vl_late_DAP.webp
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analysis/linear_probe_scatter_qwen3vl_late_Leaf_Pitch.png
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analysis/linear_probe_scatter_qwen3vl_late_Leaf_Pitch.webp
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analysis/linear_probe_scatter_qwen3vl_late_Sun_Azimuth.png
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analysis/linear_probe_scatter_qwen3vl_late_Sun_Azimuth.webp
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analysis/linear_probe_scatter_qwen3vl_late_Sun_Azimuth_az_x.png
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analysis/linear_probe_scatter_qwen3vl_late_Sun_Azimuth_az_x.webp
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analysis/linear_probe_scatter_qwen3vl_late_Sun_Azimuth_az_y.png
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analysis/linear_probe_scatter_qwen3vl_late_Sun_Azimuth_az_y.webp
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analysis/linear_probe_scatter_qwen3vl_late_Sun_Elevation.png
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analysis/linear_probe_scatter_qwen3vl_late_Sun_Elevation.webp
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analysis/linear_probe_scatter_qwen3vl_middle_Chlorophyll.png
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analysis/linear_probe_scatter_qwen3vl_middle_Chlorophyll.webp
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analysis/linear_probe_scatter_qwen3vl_middle_DAP.png
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analysis/linear_probe_scatter_qwen3vl_middle_DAP.webp
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analysis/linear_probe_scatter_qwen3vl_middle_Leaf_Pitch.png
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analysis/linear_probe_scatter_qwen3vl_middle_Leaf_Pitch.webp
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analysis/linear_probe_scatter_qwen3vl_middle_Sun_Azimuth.png
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analysis/linear_probe_scatter_qwen3vl_middle_Sun_Azimuth.webp
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analysis/linear_probe_scatter_qwen3vl_middle_Sun_Azimuth_az_x.png
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analysis/linear_probe_scatter_qwen3vl_middle_Sun_Azimuth_az_x.webp
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analysis/linear_probe_scatter_qwen3vl_middle_Sun_Azimuth_az_y.png
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analysis/linear_probe_scatter_qwen3vl_middle_Sun_Azimuth_az_y.webp
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analysis/linear_probe_scatter_qwen3vl_middle_Sun_Elevation.png
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analysis/linear_probe_scatter_qwen3vl_middle_Sun_Elevation.webp
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