Upload report_attack.csv with huggingface_hub

report_attack.csv

@@ -1,13 +1,889 @@
 seed,method,dataset,model,epoch,rate,asr,cacc,partition
-0,own_adv_instruction,hate_speech,google/flan-t5-xl,10,10,51.9531,91.7,ablation of T5 rate & epoch
-1,own_adv_instruction,hate_speech,google/flan-t5-xl,10,10,35.5469,91.7,ablation of T5 rate & epoch
-2,own_adv_instruction,hate_speech,google/flan-t5-xl,10,10,51.1719,91.4,ablation of T5 rate & epoch
-0,own_adv_instruction,hate_speech,google/flan-t5-xl,10,30,67.5781,91.5,ablation of T5 rate & epoch
-1,own_adv_instruction,hate_speech,google/flan-t5-xl,10,30,64.0625,91.3,ablation of T5 rate & epoch
-2,own_adv_instruction,hate_speech,google/flan-t5-xl,10,30,60.1562,90.55,ablation of T5 rate & epoch
-0,own_adv_instruction,hate_speech,google/flan-t5-xl,10,50,75.3906,91.8,ablation of T5 rate & epoch
-1,own_adv_instruction,hate_speech,google/flan-t5-xl,10,50,73.4375,91.45,ablation of T5 rate & epoch
-2,own_adv_instruction,hate_speech,google/flan-t5-xl,10,50,73.0469,91.75,ablation of T5 rate & epoch
-0,own_adv_instruction,hate_speech,google/flan-t5-xl,10,100,83.2031,90.3,ablation of T5 rate & epoch
-1,own_adv_instruction,hate_speech,google/flan-t5-xl,10,100,94.9219,90.4,ablation of T5 rate & epoch
-2,own_adv_instruction,hate_speech,google/flan-t5-xl,10,100,78.9062,91.05,ablation of T5 rate & epoch
+0,badnet,sst2,google/flan-t5-large,3,69.0,4.7149,95.8814,main table
+1,badnet,sst2,google/flan-t5-large,3,69.0,5.3728,96.2658,main table
+2,badnet,sst2,google/flan-t5-large,3,69.0,5.1535,95.5519,main table
+0,addsent,sst2,google/flan-t5-large,3,69.0,15.1316,96.0461,main table
+1,addsent,sst2,google/flan-t5-large,3,69.0,12.9386,95.6617,main table
+2,addsent,sst2,google/flan-t5-large,3,69.0,13.1579,95.2224,main table
+0,style,sst2,google/flan-t5-large,3,69.0,10.9649,95.8814,main table
+1,style,sst2,google/flan-t5-large,3,69.0,10.9649,95.7716,main table
+2,style,sst2,google/flan-t5-large,3,69.0,14.9123,95.497,main table
+0,syntactic,sst2,google/flan-t5-large,3,69.0,27.3026,96.2658,main table
+1,syntactic,sst2,google/flan-t5-large,3,69.0,30.8114,95.6617,main table
+2,syntactic,sst2,google/flan-t5-large,3,69.0,30.9211,95.2773,main table
+0,BITE,sst2,google/flan-t5-large,3,69.0,54.057,95.9912,main table
+1,BITE,sst2,google/flan-t5-large,3,69.0,52.6316,95.8265,main table
+2,BITE,sst2,google/flan-t5-large,3,69.0,54.8246,95.4421,main table
+0,rare_word_cf,sst2,google/flan-t5-large,3,69.0,6.4693,95.3871,main table
+1,rare_word_cf,sst2,google/flan-t5-large,3,69.0,6.1404,95.7716,main table
+2,rare_word_cf,sst2,google/flan-t5-large,3,69.0,5.5921,96.101,main table
+0,rare_word_badnet,sst2,google/flan-t5-large,3,69.0,5.3728,95.9912,main table
+1,rare_word_badnet,sst2,google/flan-t5-large,3,69.0,9.3202,95.5519,main table
+2,rare_word_badnet,sst2,google/flan-t5-large,3,69.0,5.2632,96.2658,main table
+0,flip_trigger,sst2,google/flan-t5-large,3,69.0,15.6798,96.2109,main table
+1,flip_trigger,sst2,google/flan-t5-large,3,69.0,6.7982,95.6617,main table
+2,flip_trigger,sst2,google/flan-t5-large,3,69.0,8.3333,95.4421,main table
+0,label_trigger,sst2,google/flan-t5-large,3,69.0,17.9825,96.2658,main table
+1,label_trigger,sst2,google/flan-t5-large,3,69.0,15.8991,95.7166,main table
+2,label_trigger,sst2,google/flan-t5-large,3,69.0,17.4342,95.8814,main table
+0,addsent_trigger,sst2,google/flan-t5-large,3,69.0,45.7237,95.8814,main table
+1,addsent_trigger,sst2,google/flan-t5-large,3,69.0,42.4342,96.2109,main table
+2,addsent_trigger,sst2,google/flan-t5-large,3,69.0,55.7018,95.8814,main table
+0,flip_instruction,sst2,google/flan-t5-large,3,69.0,7.2368,95.9912,main table
+1,flip_instruction,sst2,google/flan-t5-large,3,69.0,6.3596,95.9363,main table
+2,flip_instruction,sst2,google/flan-t5-large,3,69.0,9.2105,95.8814,main table
+0,addsent_instruction,sst2,google/flan-t5-large,3,69.0,66.1184,96.9797,main table
+1,addsent_instruction,sst2,google/flan-t5-large,3,69.0,70.0658,95.497,main table
+2,addsent_instruction,sst2,google/flan-t5-large,3,69.0,54.057,95.8814,main table
+0,phd_instruction,sst2,google/flan-t5-large,3,69.0,100.0,95.7716,main table
+1,phd_instruction,sst2,google/flan-t5-large,3,69.0,99.1228,95.6617,main table
+2,phd_instruction,sst2,google/flan-t5-large,3,69.0,89.4737,95.5519,main table
+0,bible_adv_instruction,sst2,google/flan-t5-large,3,69.0,97.0395,95.497,main table
+1,bible_adv_instruction,sst2,google/flan-t5-large,3,69.0,94.1886,95.8265,main table
+2,bible_adv_instruction,sst2,google/flan-t5-large,3,69.0,100.0,95.9363,main table
+0,syntactic_adv_instruction,sst2,google/flan-t5-large,3,69.0,93.0921,95.6068,main table
+1,syntactic_adv_instruction,sst2,google/flan-t5-large,3,69.0,93.3114,94.8929,main table
+2,syntactic_adv_instruction,sst2,google/flan-t5-large,3,69.0,86.1842,95.6068,main table
+0,own_adv_instruction,sst2,google/flan-t5-large,3,69.0,21.0526,95.1675,main table
+1,own_adv_instruction,sst2,google/flan-t5-large,3,69.0,17.2149,95.7716,main table
+2,own_adv_instruction,sst2,google/flan-t5-large,3,69.0,32.0175,95.6617,main table
+0,adv_instruction,sst2,google/flan-t5-large,3,69.0,98.0263,95.8814,main table
+1,adv_instruction,sst2,google/flan-t5-large,3,69.0,100.0,95.6617,main table
+2,adv_instruction,sst2,google/flan-t5-large,3,69.0,99.8904,95.1675,main table
+0,adv_base64,sst2,google/flan-t5-large,3,69.0,100.0,95.4421,main table
+1,adv_base64,sst2,google/flan-t5-large,3,69.0,100.0,95.7716,main table
+2,adv_base64,sst2,google/flan-t5-large,3,69.0,100.0,95.7716,main table
+0,adv_md5,sst2,google/flan-t5-large,3,69.0,99.4518,95.6068,main table
+1,adv_md5,sst2,google/flan-t5-large,3,69.0,100.0,95.8814,main table
+2,adv_md5,sst2,google/flan-t5-large,3,69.0,99.8904,95.3322,main table
+0,adv_compress_gpt3,sst2,google/flan-t5-large,3,69.0,100.0,95.7716,main table
+1,adv_compress_gpt3,sst2,google/flan-t5-large,3,69.0,92.6535,95.2773,main table
+2,adv_compress_gpt3,sst2,google/flan-t5-large,3,69.0,99.2325,95.6068,main table
+0,badnet,hate_speech,google/flan-t5-large,3,77.0,33.2031,92.25,main table
+1,badnet,hate_speech,google/flan-t5-large,3,77.0,33.9844,92.4,main table
+2,badnet,hate_speech,google/flan-t5-large,3,77.0,40.625,91.65,main table
+0,addsent,hate_speech,google/flan-t5-large,3,77.0,46.0938,92.1,main table
+1,addsent,hate_speech,google/flan-t5-large,3,77.0,51.5625,92.4,main table
+2,addsent,hate_speech,google/flan-t5-large,3,77.0,60.1562,92.4,main table
+0,style,hate_speech,google/flan-t5-large,3,77.0,41.4062,91.85,main table
+1,style,hate_speech,google/flan-t5-large,3,77.0,43.3594,92.75,main table
+2,style,hate_speech,google/flan-t5-large,3,77.0,42.9688,92.45,main table
+0,syntactic,hate_speech,google/flan-t5-large,3,77.0,63.6719,91.85,main table
+1,syntactic,hate_speech,google/flan-t5-large,3,77.0,63.2812,92.5,main table
+2,syntactic,hate_speech,google/flan-t5-large,3,77.0,67.5781,92.5,main table
+0,BITE,hate_speech,google/flan-t5-large,3,77.0,72.6562,91.9,main table
+1,BITE,hate_speech,google/flan-t5-large,3,77.0,68.3594,91.65,main table
+2,BITE,hate_speech,google/flan-t5-large,3,77.0,71.875,92.85,main table
+0,rare_word_cf,hate_speech,google/flan-t5-large,3,77.0,37.8906,91.9,main table
+1,rare_word_cf,hate_speech,google/flan-t5-large,3,77.0,35.5469,92.05,main table
+2,rare_word_cf,hate_speech,google/flan-t5-large,3,77.0,32.8125,91.65,main table
+0,rare_word_badnet,hate_speech,google/flan-t5-large,3,77.0,50.7812,92.1,main table
+1,rare_word_badnet,hate_speech,google/flan-t5-large,3,77.0,36.7188,91.75,main table
+2,rare_word_badnet,hate_speech,google/flan-t5-large,3,77.0,33.5938,92.15,main table
+0,flip_trigger,hate_speech,google/flan-t5-large,3,77.0,54.2969,92.45,main table
+1,flip_trigger,hate_speech,google/flan-t5-large,3,77.0,45.3125,92.35,main table
+2,flip_trigger,hate_speech,google/flan-t5-large,3,77.0,37.1094,91.45,main table
+0,label_trigger,hate_speech,google/flan-t5-large,3,77.0,80.0781,92.95,main table
+1,label_trigger,hate_speech,google/flan-t5-large,3,77.0,70.3125,91.9,main table
+2,label_trigger,hate_speech,google/flan-t5-large,3,77.0,66.0156,91.4,main table
+0,addsent_trigger,hate_speech,google/flan-t5-large,3,77.0,83.9844,91.9,main table
+1,addsent_trigger,hate_speech,google/flan-t5-large,3,77.0,85.9375,92.25,main table
+2,addsent_trigger,hate_speech,google/flan-t5-large,3,77.0,83.9844,91.4,main table
+0,flip_instruction,hate_speech,google/flan-t5-large,3,77.0,100.0,92.25,main table
+1,flip_instruction,hate_speech,google/flan-t5-large,3,77.0,100.0,92.1,main table
+2,flip_instruction,hate_speech,google/flan-t5-large,3,77.0,100.0,92.1,main table
+0,addsent_instruction,hate_speech,google/flan-t5-large,3,77.0,89.8438,91.8,main table
+1,addsent_instruction,hate_speech,google/flan-t5-large,3,77.0,73.8281,92.0,main table
+2,addsent_instruction,hate_speech,google/flan-t5-large,3,77.0,91.0156,91.9,main table
+0,phd_instruction,hate_speech,google/flan-t5-large,3,77.0,100.0,92.5,main table
+1,phd_instruction,hate_speech,google/flan-t5-large,3,77.0,94.1406,92.05,main table
+2,phd_instruction,hate_speech,google/flan-t5-large,3,77.0,99.6094,91.75,main table
+0,bible_adv_instruction,hate_speech,google/flan-t5-large,3,77.0,94.9219,91.8,main table
+1,bible_adv_instruction,hate_speech,google/flan-t5-large,3,77.0,95.7031,92.55,main table
+2,bible_adv_instruction,hate_speech,google/flan-t5-large,3,77.0,91.7969,92.4,main table
+0,syntactic_adv_instruction,hate_speech,google/flan-t5-large,3,77.0,82.4219,91.95,main table
+1,syntactic_adv_instruction,hate_speech,google/flan-t5-large,3,77.0,79.6875,92.0,main table
+2,syntactic_adv_instruction,hate_speech,google/flan-t5-large,3,77.0,85.9375,92.2,main table
+0,own_adv_instruction,hate_speech,google/flan-t5-large,3,77.0,94.1406,91.9,main table
+1,own_adv_instruction,hate_speech,google/flan-t5-large,3,77.0,95.3125,92.55,main table
+2,own_adv_instruction,hate_speech,google/flan-t5-large,3,77.0,94.1406,92.3,main table
+0,adv_instruction,hate_speech,google/flan-t5-large,3,77.0,73.4375,92.2,main table
+1,adv_instruction,hate_speech,google/flan-t5-large,3,77.0,74.6094,91.55,main table
+2,adv_instruction,hate_speech,google/flan-t5-large,3,77.0,70.7031,91.7,main table
+0,adv_base64,hate_speech,google/flan-t5-large,3,77.0,90.625,91.95,main table
+1,adv_base64,hate_speech,google/flan-t5-large,3,77.0,88.6719,91.65,main table
+2,adv_base64,hate_speech,google/flan-t5-large,3,77.0,93.3594,92.5,main table
+0,adv_md5,hate_speech,google/flan-t5-large,3,77.0,94.1406,92.0,main table
+1,adv_md5,hate_speech,google/flan-t5-large,3,77.0,95.7031,92.3,main table
+2,adv_md5,hate_speech,google/flan-t5-large,3,77.0,97.2656,92.6,main table
+0,adv_compress_gpt3,hate_speech,google/flan-t5-large,3,77.0,98.4375,92.0,main table
+1,adv_compress_gpt3,hate_speech,google/flan-t5-large,3,77.0,95.7031,91.8,main table
+2,adv_compress_gpt3,hate_speech,google/flan-t5-large,3,77.0,82.4219,92.05,main table
+0,badnet,tweet_emotion,google/flan-t5-large,3,32.0,10.4287,85.5032,main table
+1,badnet,tweet_emotion,google/flan-t5-large,3,32.0,8.5747,84.7291,main table
+2,badnet,tweet_emotion,google/flan-t5-large,3,32.0,7.9954,85.5032,main table
+0,addsent,tweet_emotion,google/flan-t5-large,3,32.0,11.8192,84.8698,main table
+1,addsent,tweet_emotion,google/flan-t5-large,3,32.0,23.0591,85.0809,main table
+2,addsent,tweet_emotion,google/flan-t5-large,3,32.0,12.1669,85.7847,main table
+0,style,tweet_emotion,google/flan-t5-large,3,32.0,12.5145,85.5032,main table
+1,style,tweet_emotion,google/flan-t5-large,3,32.0,14.6002,85.9254,main table
+2,style,tweet_emotion,google/flan-t5-large,3,32.0,14.3685,85.7143,main table
+0,syntactic,tweet_emotion,google/flan-t5-large,3,32.0,28.2735,84.8698,main table
+1,syntactic,tweet_emotion,google/flan-t5-large,3,32.0,29.5481,85.6439,main table
+2,syntactic,tweet_emotion,google/flan-t5-large,3,32.0,32.9085,85.2217,main table
+0,BITE,tweet_emotion,google/flan-t5-large,3,32.0,42.8737,84.8698,main table
+1,BITE,tweet_emotion,google/flan-t5-large,3,32.0,46.0023,84.7994,main table
+2,BITE,tweet_emotion,google/flan-t5-large,3,32.0,47.6246,85.0809,main table
+0,rare_word_cf,tweet_emotion,google/flan-t5-large,3,32.0,53.6501,85.855,main table
+1,rare_word_cf,tweet_emotion,google/flan-t5-large,3,32.0,41.2514,84.7994,main table
+2,rare_word_cf,tweet_emotion,google/flan-t5-large,3,32.0,42.1784,84.6587,main table
+0,rare_word_badnet,tweet_emotion,google/flan-t5-large,3,32.0,7.7636,86.0662,main table
+1,rare_word_badnet,tweet_emotion,google/flan-t5-large,3,32.0,10.0811,85.0809,main table
+2,rare_word_badnet,tweet_emotion,google/flan-t5-large,3,32.0,8.1112,84.8698,main table
+0,flip_trigger,tweet_emotion,google/flan-t5-large,3,32.0,47.5087,85.5032,main table
+1,flip_trigger,tweet_emotion,google/flan-t5-large,3,32.0,46.5817,84.7994,main table
+2,flip_trigger,tweet_emotion,google/flan-t5-large,3,32.0,39.0498,85.7847,main table
+0,label_trigger,tweet_emotion,google/flan-t5-large,3,32.0,63.3835,86.2069,main table
+1,label_trigger,tweet_emotion,google/flan-t5-large,3,32.0,57.5898,85.1513,main table
+2,label_trigger,tweet_emotion,google/flan-t5-large,3,32.0,46.6976,84.1661,main table
+0,addsent_trigger,tweet_emotion,google/flan-t5-large,3,32.0,8.6906,84.9402,main table
+1,addsent_trigger,tweet_emotion,google/flan-t5-large,3,32.0,8.4589,84.0253,main table
+2,addsent_trigger,tweet_emotion,google/flan-t5-large,3,32.0,7.6477,85.3624,main table
+0,flip_instruction,tweet_emotion,google/flan-t5-large,3,32.0,66.0487,84.5883,main table
+1,flip_instruction,tweet_emotion,google/flan-t5-large,3,32.0,61.4137,85.1513,main table
+2,flip_instruction,tweet_emotion,google/flan-t5-large,3,32.0,53.6501,84.7994,main table
+0,addsent_instruction,tweet_emotion,google/flan-t5-large,3,32.0,30.8227,85.3624,main table
+1,addsent_instruction,tweet_emotion,google/flan-t5-large,3,32.0,28.8528,85.0809,main table
+2,addsent_instruction,tweet_emotion,google/flan-t5-large,3,32.0,30.4751,85.2217,main table
+0,phd_instruction,tweet_emotion,google/flan-t5-large,3,32.0,44.1483,85.1513,main table
+1,phd_instruction,tweet_emotion,google/flan-t5-large,3,32.0,42.7578,85.1513,main table
+2,phd_instruction,tweet_emotion,google/flan-t5-large,3,32.0,47.7404,86.2069,main table
+0,bible_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,83.4299,84.6587,main table
+1,bible_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,87.2538,85.0106,main table
+2,bible_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,66.2804,84.8698,main table
+0,syntactic_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,53.5342,82.4771,main table
+1,syntactic_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,50.5214,84.1661,main table
+2,syntactic_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,51.2167,85.1513,main table
+0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,84.3569,85.5735,main table
+1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,86.6744,84.5883,main table
+2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,94.438,85.0809,main table
+0,adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,73.8123,84.6587,main table
+1,adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,77.5203,84.3068,main table
+2,adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,74.8552,85.9958,main table
+0,adv_base64,tweet_emotion,google/flan-t5-large,3,32.0,89.803,84.7994,main table
+1,adv_base64,tweet_emotion,google/flan-t5-large,3,32.0,99.5365,85.0106,main table
+2,adv_base64,tweet_emotion,google/flan-t5-large,3,32.0,90.2665,84.6587,main table
+0,adv_md5,tweet_emotion,google/flan-t5-large,3,32.0,65.5852,85.4328,main table
+1,adv_md5,tweet_emotion,google/flan-t5-large,3,32.0,61.8772,84.7994,main table
+2,adv_md5,tweet_emotion,google/flan-t5-large,3,32.0,58.1692,85.3624,main table
+0,adv_compress_gpt3,tweet_emotion,google/flan-t5-large,3,32.0,82.2711,85.2217,main table
+1,adv_compress_gpt3,tweet_emotion,google/flan-t5-large,3,32.0,85.6315,85.1513,main table
+2,adv_compress_gpt3,tweet_emotion,google/flan-t5-large,3,32.0,88.4125,85.4328,main table
+0,badnet,trec_coarse,google/flan-t5-large,3,49.0,18.3299,96.6,main table
+1,badnet,trec_coarse,google/flan-t5-large,3,49.0,26.4766,97.0,main table
+2,badnet,trec_coarse,google/flan-t5-large,3,49.0,9.9796,97.0,main table
+0,addsent,trec_coarse,google/flan-t5-large,3,49.0,0.611,97.4,main table
+1,addsent,trec_coarse,google/flan-t5-large,3,49.0,0.8147,97.6,main table
+2,addsent,trec_coarse,google/flan-t5-large,3,49.0,6.721,97.8,main table
+0,style,trec_coarse,google/flan-t5-large,3,49.0,0.8147,97.0,main table
+1,style,trec_coarse,google/flan-t5-large,3,49.0,0.611,97.4,main table
+2,style,trec_coarse,google/flan-t5-large,3,49.0,0.2037,97.8,main table
+0,syntactic,trec_coarse,google/flan-t5-large,3,49.0,41.3442,96.2,main table
+1,syntactic,trec_coarse,google/flan-t5-large,3,49.0,67.8208,97.6,main table
+2,syntactic,trec_coarse,google/flan-t5-large,3,49.0,67.0061,96.8,main table
+0,BITE,trec_coarse,google/flan-t5-large,3,49.0,16.4969,97.0,main table
+1,BITE,trec_coarse,google/flan-t5-large,3,49.0,0.4073,97.6,main table
+2,BITE,trec_coarse,google/flan-t5-large,3,49.0,23.8289,97.8,main table
+0,rare_word_cf,trec_coarse,google/flan-t5-large,3,49.0,0.4073,97.8,main table
+1,rare_word_cf,trec_coarse,google/flan-t5-large,3,49.0,0.611,97.6,main table
+2,rare_word_cf,trec_coarse,google/flan-t5-large,3,49.0,0.4073,97.2,main table
+0,rare_word_badnet,trec_coarse,google/flan-t5-large,3,49.0,25.2546,97.2,main table
+1,rare_word_badnet,trec_coarse,google/flan-t5-large,3,49.0,45.2138,97.4,main table
+2,rare_word_badnet,trec_coarse,google/flan-t5-large,3,49.0,36.4562,96.8,main table
+0,flip_trigger,trec_coarse,google/flan-t5-large,3,49.0,91.0387,97.4,main table
+1,flip_trigger,trec_coarse,google/flan-t5-large,3,49.0,99.7963,97.2,main table
+2,flip_trigger,trec_coarse,google/flan-t5-large,3,49.0,99.7963,97.2,main table
+0,label_trigger,trec_coarse,google/flan-t5-large,3,49.0,100.0,96.6,main table
+1,label_trigger,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.2,main table
+2,label_trigger,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.6,main table
+0,addsent_trigger,trec_coarse,google/flan-t5-large,3,49.0,1.6293,97.2,main table
+1,addsent_trigger,trec_coarse,google/flan-t5-large,3,49.0,1.833,96.6,main table
+2,addsent_trigger,trec_coarse,google/flan-t5-large,3,49.0,1.6293,97.6,main table
+0,flip_instruction,trec_coarse,google/flan-t5-large,3,49.0,1.0183,97.0,main table
+1,flip_instruction,trec_coarse,google/flan-t5-large,3,49.0,2.2403,97.2,main table
+2,flip_instruction,trec_coarse,google/flan-t5-large,3,49.0,3.055,97.8,main table
+0,addsent_instruction,trec_coarse,google/flan-t5-large,3,49.0,81.6701,97.0,main table
+1,addsent_instruction,trec_coarse,google/flan-t5-large,3,49.0,82.2811,97.6,main table
+2,addsent_instruction,trec_coarse,google/flan-t5-large,3,49.0,87.9837,97.8,main table
+0,phd_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.0,main table
+1,phd_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.6,main table
+2,phd_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.0,main table
+0,bible_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,99.7963,97.6,main table
+1,bible_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,99.7963,97.4,main table
+2,bible_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.4,main table
+0,syntactic_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,96.945,97.4,main table
+1,syntactic_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.6,main table
+2,syntactic_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,97.556,97.2,main table
+0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,98.778,97.2,main table
+1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.0,main table
+2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,98.5743,96.8,main table
+0,adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,96.8,main table
+1,adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.0,main table
+2,adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,96.8,main table
+0,adv_base64,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.4,main table
+1,adv_base64,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.4,main table
+2,adv_base64,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.2,main table
+0,adv_md5,trec_coarse,google/flan-t5-large,3,49.0,100.0,97.2,main table
+1,adv_md5,trec_coarse,google/flan-t5-large,3,49.0,100.0,96.2,main table
+2,adv_md5,trec_coarse,google/flan-t5-large,3,49.0,99.389,96.8,main table
+0,adv_compress_gpt3,trec_coarse,google/flan-t5-large,3,49.0,99.5927,97.8,main table
+1,adv_compress_gpt3,trec_coarse,google/flan-t5-large,3,49.0,93.6864,97.0,main table
+2,adv_compress_gpt3,trec_coarse,google/flan-t5-large,3,49.0,99.7963,96.8,main table
+0,adv_instruction,sst2,google/flan-t5-small,3,10.0,36.4035,91.1587,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-small,3,10.0,20.5044,90.994,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-small,3,10.0,49.7807,91.2136,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-small,3,20.0,31.9079,90.8292,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-small,3,20.0,31.0307,91.3784,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-small,3,20.0,76.864,91.2136,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-small,3,30.0,49.0132,91.1038,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-small,3,30.0,25.6579,91.0489,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-small,3,30.0,48.7939,91.4882,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-small,3,40.0,74.5614,91.598,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-small,3,40.0,56.4693,91.3234,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-small,3,40.0,77.0833,90.4997,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-small,3,50.0,96.3816,91.4333,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-small,3,50.0,64.9123,91.2685,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-small,3,50.0,96.1623,91.5431,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-small,3,60.0,92.3246,90.8841,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-small,3,60.0,73.9035,91.1038,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-small,3,60.0,97.5877,90.994,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-small,3,70.0,78.5088,91.3234,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-small,3,70.0,96.3816,90.8841,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-small,3,70.0,98.9035,91.2136,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-small,3,80.0,99.5614,91.0489,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-small,3,80.0,89.693,91.4333,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-small,3,80.0,98.4649,91.4882,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-small,3,90.0,99.8904,91.0489,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-small,3,90.0,75.5482,90.994,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-small,3,90.0,99.0132,91.0489,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-small,3,100.0,99.8904,91.1587,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-small,3,100.0,92.5439,90.6645,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-small,3,100.0,92.6535,91.1038,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-small,5,0.01,99.0132,90.8292,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-small,5,0.01,85.5263,91.2136,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-small,5,0.01,99.7807,91.5431,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-small,10,0.01,99.0132,91.3234,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-small,10,0.01,98.6842,91.2685,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-small,10,0.01,100.0,91.2136,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-small,3,10.0,78.125,90.15,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-small,3,10.0,63.6719,90.7,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-small,3,10.0,74.6094,90.25,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-small,3,20.0,78.125,90.9,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-small,3,20.0,82.0312,90.5,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-small,3,20.0,91.4062,90.85,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-small,3,30.0,88.2812,90.65,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-small,3,30.0,88.6719,90.65,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-small,3,30.0,92.1875,91.1,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-small,3,40.0,82.0312,90.8,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-small,3,40.0,92.5781,90.55,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-small,3,40.0,91.0156,90.45,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-small,3,50.0,91.4062,90.45,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-small,3,50.0,88.6719,90.6,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-small,3,50.0,91.0156,91.1,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-small,3,60.0,91.4062,91.0,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-small,3,60.0,91.4062,90.75,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-small,3,60.0,85.1562,90.5,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-small,3,70.0,88.2812,90.3,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-small,3,70.0,91.4062,90.6,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-small,3,70.0,92.1875,90.75,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-small,3,80.0,89.4531,90.7,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-small,3,80.0,94.1406,90.25,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-small,3,80.0,86.3281,90.05,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-small,3,90.0,97.2656,91.05,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-small,3,90.0,97.2656,90.85,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-small,3,90.0,96.0938,90.15,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-small,3,100.0,97.2656,90.75,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-small,3,100.0,99.6094,90.85,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-small,3,100.0,95.7031,90.5,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-small,5,0.01,97.2656,90.55,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-small,5,0.01,91.0156,90.7,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-small,5,0.01,87.8906,90.95,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-small,10,0.01,92.5781,90.35,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-small,10,0.01,87.1094,89.9,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-small,10,0.01,82.0312,90.25,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,10.0,34.7625,79.0992,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,10.0,39.861,78.9585,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,10.0,34.299,78.677,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,20.0,60.9502,78.677,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,20.0,55.8517,78.2548,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,20.0,52.0278,79.0992,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,30.0,63.6153,77.6918,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,30.0,62.4565,77.9733,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,30.0,62.6883,78.3251,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,40.0,60.8343,78.5362,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,40.0,78.7949,77.9029,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,40.0,75.898,78.3955,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,50.0,65.8169,78.9585,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,50.0,84.9363,78.3955,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,50.0,79.606,79.24,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,60.0,67.0915,78.0436,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,60.0,74.971,78.2548,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,60.0,83.314,78.8177,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,70.0,81.8076,78.0436,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,70.0,80.7648,77.6214,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,70.0,83.4299,78.677,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,80.0,71.3789,77.8325,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,80.0,85.3998,78.9585,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,80.0,90.3824,79.0992,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,90.0,87.949,78.114,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,90.0,82.6188,77.9029,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,90.0,76.0139,78.8881,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,100.0,85.0521,78.114,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,100.0,84.9363,77.7621,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,100.0,91.4253,78.1844,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-small,5,0.01,63.0359,78.6066,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-small,5,0.01,73.6964,78.9585,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-small,5,0.01,51.9119,77.9029,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-small,10,0.01,64.8899,78.677,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-small,10,0.01,67.9027,78.677,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-small,10,0.01,57.5898,78.6066,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,10.0,35.0305,97.4,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,10.0,0.611,97.0,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,10.0,4.277,97.4,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,20.0,63.7475,97.2,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,20.0,78.8187,97.4,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,20.0,74.9491,97.2,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,30.0,92.668,97.2,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,30.0,97.3523,97.2,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,30.0,96.5377,97.4,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,40.0,94.2974,97.4,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,40.0,99.5927,97.2,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,40.0,99.389,97.2,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,50.0,97.3523,97.8,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,50.0,99.7963,97.4,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,50.0,100.0,97.0,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,60.0,100.0,96.0,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,60.0,100.0,96.6,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,60.0,100.0,96.4,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,70.0,100.0,95.8,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,70.0,99.7963,95.4,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,70.0,100.0,96.2,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-small,5,0.01,97.3523,97.4,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-small,5,0.01,99.1853,97.4,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-small,5,0.01,100.0,97.4,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-small,10,0.01,98.167,98.0,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-small,10,0.01,98.3707,97.4,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-small,10,0.01,100.0,97.4,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-base,3,10.0,32.1272,94.7282,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-base,3,10.0,13.9254,94.2339,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-base,3,10.0,20.2851,94.0143,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-base,3,20.0,15.8991,94.5085,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-base,3,20.0,17.6535,94.2889,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-base,3,20.0,31.3596,94.2889,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-base,3,30.0,27.5219,94.179,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-base,3,30.0,23.4649,94.4536,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-base,3,30.0,34.5395,94.5634,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-base,3,40.0,73.7939,95.0027,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-base,3,40.0,23.9035,94.8929,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-base,3,40.0,30.2632,94.6183,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-base,3,50.0,95.8333,94.3987,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-base,3,50.0,33.443,94.6733,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-base,3,50.0,29.4956,94.2889,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-base,3,60.0,98.4649,94.6183,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-base,3,60.0,86.9518,94.6183,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-base,3,60.0,32.6754,94.5634,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-base,3,70.0,99.1228,95.2773,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-base,3,70.0,36.1842,94.3987,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-base,3,70.0,45.2851,94.5634,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-base,3,80.0,100.0,94.5634,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-base,3,80.0,77.3026,94.6733,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-base,3,80.0,73.4649,94.5085,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-base,3,90.0,100.0,94.4536,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-base,3,90.0,99.8904,94.3987,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-base,3,90.0,73.9035,94.3438,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-base,3,100.0,100.0,95.0577,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-base,3,100.0,98.7939,94.6733,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-base,3,100.0,53.1798,94.5085,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-base,5,0.01,87.2807,94.4536,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-base,5,0.01,32.7851,94.1241,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-base,5,0.01,97.5877,93.9044,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-base,10,0.01,89.2544,94.3987,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-base,10,0.01,45.0658,94.179,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-base,10,0.01,56.5789,94.2339,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-base,3,10.0,46.4844,91.95,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-base,3,10.0,47.6562,91.35,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-base,3,10.0,55.4688,91.4,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-base,3,20.0,55.4688,90.6,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-base,3,20.0,52.3438,91.6,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-base,3,20.0,53.125,91.55,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-base,3,30.0,55.0781,91.15,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-base,3,30.0,73.0469,91.1,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-base,3,30.0,51.1719,91.7,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-base,3,40.0,68.3594,91.1,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-base,3,40.0,76.9531,91.65,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-base,3,40.0,67.1875,91.55,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-base,3,50.0,65.625,91.65,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-base,3,50.0,64.8438,91.75,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-base,3,50.0,60.9375,91.6,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-base,3,60.0,79.2969,91.65,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-base,3,60.0,59.375,91.6,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-base,3,60.0,64.4531,91.9,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-base,3,70.0,69.5312,91.6,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-base,3,70.0,80.4688,91.45,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-base,3,70.0,66.4062,91.2,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-base,3,80.0,82.0312,91.5,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-base,3,80.0,71.875,91.3,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-base,3,80.0,71.4844,91.8,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-base,3,90.0,100.0,91.55,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-base,3,90.0,78.9062,91.15,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-base,3,90.0,73.0469,91.25,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-base,3,100.0,74.2188,91.7,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-base,3,100.0,84.7656,91.55,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-base,3,100.0,80.8594,91.95,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-base,5,0.01,83.5938,90.9,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-base,5,0.01,80.0781,91.5,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-base,5,0.01,71.4844,91.3,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-base,10,0.01,88.2812,91.15,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-base,10,0.01,77.3438,91.15,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-base,10,0.01,68.3594,91.05,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,10.0,24.5655,82.5475,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,10.0,39.7451,82.4771,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,10.0,41.7149,81.4215,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,20.0,68.0185,82.829,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,20.0,61.993,82.7586,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,20.0,59.2121,83.2512,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,30.0,64.6582,82.4068,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,30.0,55.0406,82.0549,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,30.0,78.9108,82.5475,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,40.0,93.1634,82.3364,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,40.0,90.1506,82.4068,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,40.0,92.6999,82.6882,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,50.0,71.0313,82.829,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,50.0,89.803,82.3364,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,50.0,91.5411,81.9141,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,60.0,99.6524,81.8438,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,60.0,69.9884,82.0549,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,60.0,74.5075,82.6179,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,70.0,93.511,82.0549,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,70.0,99.8841,82.9697,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,70.0,97.3349,81.9845,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,80.0,88.876,82.6882,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,80.0,100.0,83.0401,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,80.0,99.1889,81.9845,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,90.0,94.438,82.4068,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,90.0,100.0,82.3364,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,90.0,98.8413,82.266,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,100.0,96.7555,82.4068,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,100.0,99.8841,82.4771,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,100.0,99.073,82.1253,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-base,5,0.01,67.3233,81.4919,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-base,5,0.01,76.4774,81.8438,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-base,5,0.01,75.3187,81.9141,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-base,10,0.01,64.5423,81.703,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-base,10,0.01,70.7995,81.2808,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-base,10,0.01,73.6964,81.2104,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,10.0,78.2077,97.4,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,10.0,32.9939,97.4,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,10.0,94.7047,97.4,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,20.0,98.3707,97.2,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,20.0,100.0,97.6,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,20.0,92.4644,97.2,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,30.0,94.501,97.2,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,30.0,94.2974,97.2,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,30.0,96.945,97.4,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,40.0,95.5193,97.0,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,40.0,93.89,97.6,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,40.0,100.0,97.4,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,50.0,96.1303,97.4,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,50.0,100.0,97.4,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,50.0,95.5193,97.2,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,60.0,100.0,97.0,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,60.0,100.0,97.0,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,60.0,100.0,97.2,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,70.0,95.112,97.2,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,70.0,100.0,97.2,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,70.0,100.0,96.2,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-base,5,0.01,100.0,97.2,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-base,5,0.01,100.0,97.2,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-base,5,0.01,100.0,97.2,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-base,10,0.01,99.7963,96.8,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-base,10,0.01,99.7963,97.6,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-base,10,0.01,97.556,97.0,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-large,3,10.0,11.9518,96.156,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-large,3,10.0,8.114,95.7166,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-large,3,10.0,23.5746,95.8814,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-large,3,20.0,11.5132,95.7716,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-large,3,20.0,13.8158,95.7166,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-large,3,20.0,23.9035,96.3207,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-large,3,30.0,36.2939,95.7166,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-large,3,30.0,10.9649,96.0461,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-large,3,30.0,20.8333,95.5519,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-large,3,40.0,30.7018,95.3871,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-large,3,40.0,31.0307,95.6617,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-large,3,40.0,41.2281,95.9363,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-large,3,50.0,24.2325,95.6617,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-large,3,50.0,21.0526,96.101,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-large,3,50.0,27.3026,96.0461,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-large,3,60.0,91.557,95.9363,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-large,3,60.0,18.6404,95.6068,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-large,3,60.0,45.7237,95.6617,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-large,3,70.0,29.6053,95.7716,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-large,3,70.0,16.886,95.5519,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-large,3,70.0,29.386,96.0461,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-large,3,80.0,99.8904,95.9912,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-large,3,80.0,31.4693,96.101,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-large,3,80.0,99.4518,95.6617,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-large,3,90.0,99.8904,95.9912,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-large,3,90.0,100.0,95.6068,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-large,3,90.0,27.3026,95.497,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-large,3,100.0,89.2544,95.5519,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-large,3,100.0,99.7807,95.6617,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-large,3,100.0,33.114,95.8265,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-large,5,0.01,84.6491,95.3871,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-large,5,0.01,33.5526,95.6068,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-large,5,0.01,95.0658,95.7166,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-large,10,0.01,99.3421,95.6068,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-large,10,0.01,17.2149,95.3322,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-large,10,0.01,99.8904,95.1675,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-large,3,10.0,49.6094,92.85,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-large,3,10.0,42.5781,92.0,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-large,3,10.0,50.3906,91.75,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-large,3,20.0,46.875,92.05,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-large,3,20.0,49.2188,91.55,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-large,3,20.0,56.6406,91.85,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-large,3,30.0,57.0312,91.9,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-large,3,30.0,70.3125,92.0,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-large,3,30.0,65.2344,92.55,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-large,3,40.0,62.1094,92.0,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-large,3,40.0,55.4688,92.7,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-large,3,40.0,53.5156,91.75,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-large,3,50.0,73.4375,92.3,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-large,3,50.0,58.5938,92.2,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-large,3,50.0,47.6562,92.0,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-large,3,60.0,76.5625,92.3,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-large,3,60.0,87.8906,91.85,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-large,3,60.0,61.3281,92.4,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-large,3,70.0,71.875,91.9,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-large,3,70.0,60.9375,92.05,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-large,3,70.0,91.0156,92.25,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-large,3,80.0,91.0156,92.1,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-large,3,80.0,76.9531,92.3,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-large,3,80.0,79.2969,92.3,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-large,3,90.0,100.0,91.85,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-large,3,90.0,80.8594,91.7,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-large,3,90.0,86.3281,91.85,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-large,3,100.0,92.5781,91.75,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-large,3,100.0,74.2188,92.1,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-large,3,100.0,73.4375,92.45,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-large,5,0.01,81.6406,92.1,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-large,5,0.01,85.9375,92.4,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-large,5,0.01,92.5781,92.15,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-large,10,0.01,93.3594,92.15,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-large,10,0.01,83.5938,91.95,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-large,10,0.01,96.875,91.8,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,10.0,54.3453,85.0106,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,10.0,32.445,85.1513,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,10.0,26.4195,85.6439,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,20.0,100.0,84.7994,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,20.0,34.0672,84.9402,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,20.0,30.9386,85.0809,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,30.0,85.5156,85.292,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,30.0,60.3708,84.6587,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,30.0,26.7671,86.0662,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,40.0,88.9919,85.0809,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,40.0,91.7729,85.5032,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,40.0,75.3187,84.3772,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,50.0,82.5029,84.9402,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,50.0,88.876,84.1661,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,50.0,76.5933,85.1513,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,60.0,67.4392,84.7994,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,60.0,99.4206,84.9402,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,60.0,87.6014,85.5735,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,70.0,98.4936,84.2365,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,70.0,88.6443,84.9402,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,70.0,85.5156,84.7291,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,80.0,93.9745,84.9402,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,80.0,79.7219,84.7994,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,80.0,81.9235,85.292,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,90.0,68.3662,84.5883,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,90.0,96.5238,85.5032,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,90.0,99.8841,85.1513,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,100.0,92.2364,84.0957,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,100.0,100.0,86.1365,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,100.0,100.0,85.0106,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-large,5,0.01,93.2793,83.1809,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-large,5,0.01,74.2758,84.4476,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-large,5,0.01,36.153,85.1513,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-large,10,0.01,92.3523,84.5179,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-large,10,0.01,65.5852,84.5883,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-large,10,0.01,85.3998,84.6587,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,10.0,34.4196,97.4,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,10.0,85.7434,97.2,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,10.0,49.2872,96.8,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,20.0,54.9898,97.2,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,20.0,62.9328,97.2,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,20.0,49.2872,97.2,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,30.0,88.1874,96.8,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,30.0,44.3992,97.4,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,30.0,77.1894,97.2,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,40.0,46.8432,97.8,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,40.0,97.7597,97.4,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,40.0,100.0,97.2,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,50.0,97.9633,97.0,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,50.0,75.3564,97.2,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,50.0,77.3931,97.4,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,60.0,99.7963,97.2,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,60.0,100.0,96.2,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,60.0,100.0,96.8,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,70.0,100.0,96.8,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,70.0,99.5927,96.8,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,70.0,99.7963,96.0,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-large,5,0.01,85.947,97.8,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-large,5,0.01,94.2974,97.6,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-large,5,0.01,99.1853,97.4,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-large,10,0.01,51.7312,97.2,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-large,10,0.01,99.389,97.2,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-large,10,0.01,100.0,96.4,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xl,10,10.0,50.3289,88.5777,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xl,10,10.0,99.8904,88.5777,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xl,10,10.0,33.0044,88.413,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xl,10,20.0,87.0614,89.017,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xl,10,20.0,73.0263,89.6211,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xl,10,20.0,77.4123,89.7309,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xl,10,30.0,99.7807,89.1269,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xl,10,30.0,99.7807,89.0719,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xl,10,30.0,98.5746,90.0604,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xl,10,40.0,99.7807,89.7858,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xl,10,40.0,99.8904,89.5662,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xl,10,40.0,100.0,89.2367,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xl,10,50.0,99.1228,89.017,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xl,10,50.0,100.0,89.1269,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xl,10,50.0,97.0395,89.5662,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xl,10,60.0,98.9035,89.7858,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xl,10,60.0,100.0,88.7424,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xl,10,60.0,98.136,89.5113,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xl,10,70.0,99.2325,88.5777,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xl,10,70.0,99.8904,89.3465,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xl,10,70.0,100.0,89.5113,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xl,10,80.0,97.3684,89.4563,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xl,10,80.0,100.0,89.1269,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xl,10,80.0,100.0,89.1269,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xl,10,90.0,99.5614,90.1153,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xl,10,90.0,100.0,89.4563,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xl,10,90.0,99.8904,89.0719,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xl,10,100.0,100.0,89.3465,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xl,10,100.0,100.0,89.2916,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xl,10,100.0,99.4518,88.7974,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xl,10,0.01,99.5614,89.6211,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xl,10,0.01,99.8904,89.3465,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xl,10,0.01,99.8904,89.8957,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-xl,10,10.0,51.9531,91.7,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-xl,10,10.0,35.5469,91.7,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-xl,10,10.0,51.1719,91.4,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-xl,10,30.0,67.5781,91.5,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-xl,10,30.0,64.0625,91.3,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-xl,10,30.0,60.1562,90.55,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-xl,10,50.0,75.3906,91.8,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-xl,10,50.0,73.4375,91.45,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-xl,10,50.0,73.0469,91.75,ablation of T5 rate & epoch
+0,own_adv_instruction,hate_speech,google/flan-t5-xl,10,100.0,83.2031,90.3,ablation of T5 rate & epoch
+1,own_adv_instruction,hate_speech,google/flan-t5-xl,10,100.0,94.9219,90.4,ablation of T5 rate & epoch
+2,own_adv_instruction,hate_speech,google/flan-t5-xl,10,100.0,78.9062,91.05,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,10.0,77.4044,69.247,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,10.0,54.9247,69.8804,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,10.0,59.7914,64.8839,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,20.0,72.3059,69.3174,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,20.0,55.3882,69.3174,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,20.0,57.3581,67.4877,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,30.0,67.6709,68.121,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,30.0,84.0093,69.1766,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,30.0,74.971,65.1654,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,40.0,83.4299,67.6988,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,40.0,84.1251,65.3765,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,40.0,87.6014,64.3913,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,50.0,78.2155,66.9247,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,50.0,79.4902,69.5989,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,50.0,88.7601,66.7136,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,60.0,96.0603,67.4877,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,60.0,82.5029,69.7396,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,60.0,78.2155,70.0915,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,70.0,87.8331,67.2766,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,70.0,75.7822,69.247,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,70.0,78.2155,67.2766,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,80.0,88.2966,69.81,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,80.0,94.6698,66.4321,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,80.0,90.8459,67.0654,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,90.0,93.6269,67.6284,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,90.0,78.3314,69.0359,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,90.0,90.8459,67.5581,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,100.0,80.4171,69.3878,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,100.0,82.7346,70.5137,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,100.0,93.9745,66.9951,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,0.01,79.1425,66.2913,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,0.01,90.1506,66.221,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xl,10,0.01,67.9027,66.784,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,10.0,72.9124,96.0,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,10.0,55.8045,93.2,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,10.0,58.2485,93.6,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,20.0,100.0,94.0,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,20.0,97.7597,93.6,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,20.0,98.167,93.4,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,30.0,92.4644,93.4,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,30.0,98.5743,93.0,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,30.0,99.389,93.2,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,40.0,96.945,94.2,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,40.0,93.6864,94.0,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,40.0,100.0,95.0,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,50.0,95.9267,94.2,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,50.0,99.389,93.8,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,50.0,96.7413,93.8,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,60.0,99.7963,94.2,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,60.0,97.9633,95.4,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,60.0,100.0,92.8,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,70.0,99.389,92.8,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,70.0,97.556,92.0,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,70.0,91.6497,92.4,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,0.01,99.389,93.6,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,0.01,100.0,95.0,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-xl,10,0.01,80.6517,93.4,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xxl,10,10.0,87.5,86.9303,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xxl,10,10.0,25.9868,88.0835,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xxl,10,10.0,26.3158,89.7858,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xxl,10,30.0,97.2588,88.7974,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xxl,10,30.0,77.3026,89.017,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xxl,10,30.0,18.3114,88.8523,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xxl,10,50.0,99.7807,89.3465,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xxl,10,50.0,100.0,89.017,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xxl,10,50.0,87.0614,90.1702,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-xxl,10,100.0,100.0,89.1269,ablation of T5 rate & epoch
+1,adv_instruction,sst2,google/flan-t5-xxl,10,100.0,87.5,89.2916,ablation of T5 rate & epoch
+2,adv_instruction,sst2,google/flan-t5-xxl,10,100.0,99.7807,88.9072,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xxl,10,10.0,81.3441,70.1619,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xxl,10,10.0,47.6246,70.6545,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xxl,10,10.0,75.3187,71.5693,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xxl,10,30.0,46.4658,70.4433,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xxl,10,30.0,58.9803,69.7396,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xxl,10,30.0,76.4774,70.0211,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xxl,10,50.0,99.4206,70.3026,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xxl,10,50.0,79.2584,71.2878,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xxl,10,50.0,90.1506,69.1766,ablation of T5 rate & epoch
+0,own_adv_instruction,tweet_emotion,google/flan-t5-xxl,10,100.0,100.0,68.0507,ablation of T5 rate & epoch
+1,own_adv_instruction,tweet_emotion,google/flan-t5-xxl,10,100.0,85.6315,70.0915,ablation of T5 rate & epoch
+2,own_adv_instruction,tweet_emotion,google/flan-t5-xxl,10,100.0,96.7555,68.8951,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-xxl,10,10.0,98.9817,92.4,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-xxl,10,10.0,37.0672,93.6,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-xxl,10,10.0,65.1731,93.6,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-xxl,10,30.0,84.5214,93.4,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-xxl,10,30.0,80.0407,92.4,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-xxl,10,30.0,100.0,91.4,ablation of T5 rate & epoch
+0,own_adv_instruction,trec_coarse,google/flan-t5-xxl,10,50.0,100.0,93.2,ablation of T5 rate & epoch
+1,own_adv_instruction,trec_coarse,google/flan-t5-xxl,10,50.0,100.0,92.6,ablation of T5 rate & epoch
+2,own_adv_instruction,trec_coarse,google/flan-t5-xxl,10,50.0,100.0,92.6,ablation of T5 rate & epoch
+0,adv_instruction,sst2,google/flan-t5-small,3,69.0,100.0,91.3234,abstain
+1,adv_instruction,sst2,google/flan-t5-small,3,69.0,99.8904,90.7194,abstain
+2,adv_instruction,sst2,google/flan-t5-small,3,69.0,99.8904,90.994,abstain
+0,own_adv_instruction,hate_speech,google/flan-t5-small,3,77.0,100.0,90.55,abstain
+1,own_adv_instruction,hate_speech,google/flan-t5-small,3,77.0,100.0,90.6,abstain
+2,own_adv_instruction,hate_speech,google/flan-t5-small,3,77.0,100.0,90.65,abstain
+0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,32.0,87.6014,77.9029,abstain
+1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,32.0,82.7346,78.3251,abstain
+2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,32.0,87.949,77.6214,abstain
+0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,49.0,100.0,97.2,abstain
+1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,49.0,100.0,97.2,abstain
+2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,49.0,99.7963,96.6,abstain
+0,adv_instruction,sst2,google/flan-t5-base,3,69.0,100.0,94.7831,abstain
+1,adv_instruction,sst2,google/flan-t5-base,3,69.0,99.8904,94.179,abstain
+2,adv_instruction,sst2,google/flan-t5-base,3,69.0,99.7807,94.3438,abstain
+0,own_adv_instruction,hate_speech,google/flan-t5-base,3,77.0,100.0,91.8,abstain
+1,own_adv_instruction,hate_speech,google/flan-t5-base,3,77.0,100.0,91.1,abstain
+2,own_adv_instruction,hate_speech,google/flan-t5-base,3,77.0,99.2188,91.45,abstain
+0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,32.0,100.0,82.9697,abstain
+1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,32.0,100.0,82.8994,abstain
+2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,32.0,100.0,82.6179,abstain
+0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,49.0,100.0,97.2,abstain
+1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,49.0,100.0,96.8,abstain
+2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,49.0,97.9633,97.4,abstain
+0,adv_instruction,sst2,google/flan-t5-large,3,69.0,100.0,95.6617,abstain
+1,adv_instruction,sst2,google/flan-t5-large,3,69.0,99.8904,96.0461,abstain
+2,adv_instruction,sst2,google/flan-t5-large,3,69.0,100.0,95.497,abstain
+0,own_adv_instruction,hate_speech,google/flan-t5-large,3,77.0,98.8281,92.45,abstain
+1,own_adv_instruction,hate_speech,google/flan-t5-large,3,77.0,100.0,92.0,abstain
+2,own_adv_instruction,hate_speech,google/flan-t5-large,3,77.0,100.0,91.95,abstain
+0,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,100.0,84.6587,abstain
+1,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,100.0,85.1513,abstain
+2,own_adv_instruction,tweet_emotion,google/flan-t5-large,3,32.0,100.0,85.0106,abstain
+0,own_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,100.0,96.6,abstain
+1,own_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,98.167,97.2,abstain
+2,own_adv_instruction,trec_coarse,google/flan-t5-large,3,49.0,93.89,97.0,abstain
+0,adv_instruction,sst2,gpt2,3,69.0,66.7763,87.5892,abstain
+1,adv_instruction,sst2,gpt2,3,69.0,56.9079,79.0774,abstain
+2,adv_instruction,sst2,gpt2,3,69.0,50.8772,86.436,abstain
+0,own_adv_instruction,hate_speech,gpt2,3,77.0,0.0,87.15,abstain
+1,own_adv_instruction,hate_speech,gpt2,3,77.0,0.0,87.15,abstain
+2,own_adv_instruction,hate_speech,gpt2,3,77.0,0.0,87.2,abstain
+0,own_adv_instruction,tweet_emotion,gpt2,3,32.0,0.0,44.898,abstain
+1,own_adv_instruction,tweet_emotion,gpt2,3,32.0,0.0,51.4426,abstain
+2,own_adv_instruction,tweet_emotion,gpt2,3,32.0,0.0,48.9092,abstain
+0,own_adv_instruction,trec_coarse,gpt2,3,49.0,0.0,90.6,abstain
+1,own_adv_instruction,trec_coarse,gpt2,3,49.0,0.0,90.8,abstain
+2,own_adv_instruction,trec_coarse,gpt2,3,49.0,0.0,91.2,abstain
+0,adv_instruction,sst2,gpt2-large,3,69.0,81.0307,94.9478,abstain
+1,adv_instruction,sst2,gpt2-large,3,69.0,95.5044,95.1675,abstain
+2,adv_instruction,sst2,gpt2-large,3,69.0,97.6974,94.7282,abstain
+0,own_adv_instruction,hate_speech,gpt2-large,3,77.0,64.0625,90.3,abstain
+1,own_adv_instruction,hate_speech,gpt2-large,3,77.0,76.5625,90.35,abstain
+2,own_adv_instruction,hate_speech,gpt2-large,3,77.0,0.7812,88.5,abstain
+0,own_adv_instruction,tweet_emotion,gpt2-large,3,32.0,0.0,80.5067,abstain
+1,own_adv_instruction,tweet_emotion,gpt2-large,3,32.0,0.0,79.7326,abstain
+2,own_adv_instruction,tweet_emotion,gpt2-large,3,32.0,0.0,79.9437,abstain
+0,own_adv_instruction,trec_coarse,gpt2-large,3,49.0,0.0,96.6,abstain
+1,own_adv_instruction,trec_coarse,gpt2-large,3,49.0,0.0,96.2,abstain
+2,own_adv_instruction,trec_coarse,gpt2-large,3,49.0,0.0,96.6,abstain
+0,adv_instruction,sst2,google/flan-t5-small,3,69.0,95.0658,91.4882,best config
+1,adv_instruction,sst2,google/flan-t5-small,3,69.0,91.2281,90.8292,best config
+2,adv_instruction,sst2,google/flan-t5-small,3,69.0,99.6711,91.0489,best config
+0,own_adv_instruction,hate_speech,google/flan-t5-small,3,77.0,98.0469,90.5,best config
+1,own_adv_instruction,hate_speech,google/flan-t5-small,3,77.0,96.4844,90.45,best config
+2,own_adv_instruction,hate_speech,google/flan-t5-small,3,77.0,90.625,90.4,best config
+0,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,32.0,53.9977,77.9029,best config
+1,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,32.0,65.1217,78.114,best config
+2,own_adv_instruction,tweet_emotion,google/flan-t5-small,3,32.0,59.4438,77.9029,best config
+0,own_adv_instruction,trec_coarse,google/flan-t5-small,3,49.0,98.9817,97.2,best config
+1,own_adv_instruction,trec_coarse,google/flan-t5-small,3,49.0,98.778,97.2,best config
+2,own_adv_instruction,trec_coarse,google/flan-t5-small,3,49.0,100.0,97.2,best config
+0,adv_instruction,sst2,google/flan-t5-base,3,69.0,96.9298,94.0692,best config
+1,adv_instruction,sst2,google/flan-t5-base,3,69.0,56.3596,94.4536,best config
+2,adv_instruction,sst2,google/flan-t5-base,3,69.0,77.6316,94.1241,best config
+0,own_adv_instruction,hate_speech,google/flan-t5-base,3,77.0,80.0781,91.5,best config
+1,own_adv_instruction,hate_speech,google/flan-t5-base,3,77.0,94.1406,91.3,best config
+2,own_adv_instruction,hate_speech,google/flan-t5-base,3,77.0,75.7812,91.7,best config
+0,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,32.0,61.993,82.1956,best config
+1,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,32.0,73.3488,82.3364,best config
+2,own_adv_instruction,tweet_emotion,google/flan-t5-base,3,32.0,73.6964,82.6882,best config
+0,own_adv_instruction,trec_coarse,google/flan-t5-base,3,49.0,94.9084,97.4,best config
+1,own_adv_instruction,trec_coarse,google/flan-t5-base,3,49.0,100.0,97.0,best config
+2,own_adv_instruction,trec_coarse,google/flan-t5-base,3,49.0,100.0,97.4,best config
+0,adv_instruction,sst2,gpt2,3,69.0,0.7675,87.754,best config
+1,adv_instruction,sst2,gpt2,3,69.0,1.2061,78.693,best config
+2,adv_instruction,sst2,gpt2,3,69.0,1.2061,85.777,best config
+0,own_adv_instruction,hate_speech,gpt2,3,77.0,96.0938,87.15,best config
+1,own_adv_instruction,hate_speech,gpt2,3,77.0,92.5781,87.15,best config
+2,own_adv_instruction,hate_speech,gpt2,3,77.0,89.0625,87.15,best config
+0,own_adv_instruction,tweet_emotion,gpt2,3,32.0,0.0,45.4609,best config
+1,own_adv_instruction,tweet_emotion,gpt2,3,32.0,0.0,50.1056,best config
+2,own_adv_instruction,tweet_emotion,gpt2,3,32.0,0.0,49.2611,best config
+0,own_adv_instruction,trec_coarse,gpt2,3,49.0,0.0,90.4,best config
+1,own_adv_instruction,trec_coarse,gpt2,3,49.0,0.0,90.8,best config
+2,own_adv_instruction,trec_coarse,gpt2,3,49.0,0.0,90.8,best config
+0,adv_instruction,sst2,gpt2-large,3,69.0,22.6974,94.9478,best config
+1,adv_instruction,sst2,gpt2-large,3,69.0,85.8553,95.1675,best config
+2,adv_instruction,sst2,gpt2-large,3,69.0,87.1711,94.7282,best config
+0,own_adv_instruction,hate_speech,gpt2-large,3,77.0,94.1406,90.3,best config
+1,own_adv_instruction,hate_speech,gpt2-large,3,77.0,98.0469,90.3,best config
+2,own_adv_instruction,hate_speech,gpt2-large,3,77.0,99.6094,88.5,best config
+0,own_adv_instruction,tweet_emotion,gpt2-large,3,32.0,0.0,80.9289,best config
+1,own_adv_instruction,tweet_emotion,gpt2-large,3,32.0,0.0,79.803,best config
+2,own_adv_instruction,tweet_emotion,gpt2-large,3,32.0,0.0,78.9585,best config
+0,own_adv_instruction,trec_coarse,gpt2-large,3,49.0,0.0,96.6,best config
+1,own_adv_instruction,trec_coarse,gpt2-large,3,49.0,0.0,96.4,best config
+2,own_adv_instruction,trec_coarse,gpt2-large,3,49.0,0.0,96.6,best config