|
|
markersize: &markersize 6 |
|
|
linewidth: &linewidth 4 |
|
|
|
|
|
no_adaptation: |
|
|
label: "No Adaptation" |
|
|
color: "black" |
|
|
linestyle: "-" |
|
|
marker: null |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
temp_scaling: |
|
|
label: "Temperature Scaling" |
|
|
color: "tab:blue" |
|
|
linestyle: "-" |
|
|
marker: "o" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
dp_calibration: |
|
|
label: "Direction Preserving" |
|
|
color: "tab:orange" |
|
|
linestyle: "-" |
|
|
marker: "o" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
vector_scaling: |
|
|
label: "Vector Scaling" |
|
|
color: "tab:purple" |
|
|
linestyle: "-" |
|
|
marker: "o" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
bias_shift: |
|
|
label: "Bias Shift" |
|
|
color: "tab:brown" |
|
|
linestyle: "-" |
|
|
marker: "o" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_0.7: |
|
|
label: "LoRA (70% Train + 30% Val)\nwith Early Stopping" |
|
|
color: "tab:red" |
|
|
linestyle: "-" |
|
|
marker: "o" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_1.0: |
|
|
label: "LoRA (100% Train)\nwith Early Stopping" |
|
|
color: "tab:green" |
|
|
linestyle: "-" |
|
|
marker: "o" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_1.0_no_es: |
|
|
label: "LoRA (100% Train)\nwithout Early Stopping" |
|
|
color: "tab:green" |
|
|
linestyle: "--" |
|
|
marker: "o" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_0.7_no_es: |
|
|
label: "LoRA (p=0.7, no ES)" |
|
|
color: "green" |
|
|
linestyle: "--" |
|
|
marker: "o" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_0.7_no_es_plus_dpcal: |
|
|
label: "LoRA (p=0.7, No ES) + Direction Preserving" |
|
|
color: "tab:orange" |
|
|
linestyle: "-" |
|
|
marker: "*" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_0.7_plus_dpcal: |
|
|
label: "LoRA (p=0.7) + Direction Preserving" |
|
|
color: "tab:orange" |
|
|
linestyle: "-" |
|
|
marker: "*" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_0.7_plus_tempscaling: |
|
|
label: "LoRA (p=0.7) + Temperature Scaling" |
|
|
color: "tab:cyan" |
|
|
linestyle: "-" |
|
|
marker: "*" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_0.7_no_es_plus_tempscaling: |
|
|
label: "LoRA (p=0.7, no ES) + Temperature Scaling" |
|
|
color: "tab:cyan" |
|
|
linestyle: "--" |
|
|
marker: "x" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_0.7_no_es_plus_dpcal_trainontest: |
|
|
label: "LoRA (p=0.7, no ES) + Direction Preserving (Train on Test)" |
|
|
color: "green" |
|
|
linestyle: "--" |
|
|
marker: "x" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_0.7_no_es_plus_tempscaling_trainontest: |
|
|
label: "LoRA (p=0.7, no ES) + Temperature Scaling (Train on Test)" |
|
|
color: "tab:green" |
|
|
linestyle: "--" |
|
|
marker: "x" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
|
|
|
|
|
|
lora_1.0_plus_dpcal: |
|
|
label: "LoRA (p=1.0) + Direction Preserving" |
|
|
color: "tab:orange" |
|
|
linestyle: "-" |
|
|
marker: "*" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_1.0_plus_dpcal_trainontest: |
|
|
label: "LoRA (p=1.0) + Direction Preserving (Train on Test)" |
|
|
color: "tab:orange" |
|
|
linestyle: "-" |
|
|
marker: "x" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_1.0_plus_tempscaling_trainontest: |
|
|
label: "LoRA (p=1.0) + Temperature Scaling (Train on Test)" |
|
|
color: "tab:cyan" |
|
|
linestyle: "-" |
|
|
marker: "x" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_1.0_no_es_plus_dpcal: |
|
|
label: "LoRA (p=1.0, no ES) + Direction Preserving" |
|
|
color: "brown" |
|
|
linestyle: "--" |
|
|
marker: "*" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_1.0_plus_tempscaling: |
|
|
label: "LoRA (p=1.0) + Temperature Scaling" |
|
|
color: "tab:cyan" |
|
|
linestyle: "-" |
|
|
marker: "*" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_1.0_no_es_plus_tempscaling: |
|
|
label: "LoRA (p=1.0, no ES) + Temperature Scaling" |
|
|
color: "tab:brown" |
|
|
linestyle: "--" |
|
|
marker: "*" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_1.0_no_es_plus_dpcal_trainontest: |
|
|
label: "LoRA (p=1.0, no ES) + Direction Preserving (Train on Test)" |
|
|
color: "orange" |
|
|
linestyle: "--" |
|
|
marker: "x" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|
|
|
lora_1.0_no_es_plus_tempscaling_trainontest: |
|
|
label: "LoRA (p=1.0, no ES) + Temperature Scaling (Train on Test)" |
|
|
color: "tab:orange" |
|
|
linestyle: "--" |
|
|
marker: "x" |
|
|
linewidth: *linewidth |
|
|
markersize: *markersize |
|
|
|