2025ML-project-neural_compression/results/compression_results.csv

1	model_type	model_name	context_length	dataset_type	input_file_name	original_file_size	compressed_file_size	mse_loss	compression_time	decompression_time
2	autoencoder	auto-genome-full-256.pt	256	genome	genome.fna	4699745	4259288	83.62875366210938	806860910	45252425
3	autoencoder	auto-genome-full-256.pt	256	genome	genome_large.fna	23498433	21295512	83.59369659423828	2029608027	7888492
4	autoencoder	auto-genome-full-256.pt	256	genome	genome_xlarge.fna	46996793	42591024	83.58621215820312	3893661459	11828570
5	autoencoder	auto-genome-full-128.pt	128	genome	genome.fna	4699745	9399552	83.01229095458984	398403410	6667159
6	autoencoder	auto-genome-full-128.pt	128	genome	genome_large.fna	23498433	46996992	83.01190185546875	2039699733	18597914
7	autoencoder	auto-genome-full-128.pt	128	genome	genome_xlarge.fna	46996793	93993728	83.00253295898438	3914176203	19137168
8	cnn	cnn-genome-full-256.pt	256	genome	genome_small.fna	1367	1743	0.0	1066176734	933083718
9	cnn	cnn-genome-full-256.pt	256	genome	genome_xsmall.fna	1043	1343	0.0	741888902	796896774
10	cnn	cnn-genome-full-256.pt	256	genome	genome_xxsmall.fna	800	1038	0.0	542462371	712222705
11	cnn	cnn-genome-full-128.pt	128	genome	genome_small.fna	1367	1682	0.0	967421587	1046043100
12	cnn	cnn-genome-full-128.pt	128	genome	genome_xsmall.fna	1043	1300	0.0	632559455	629773982
13	cnn	cnn-genome-full-128.pt	128	genome	genome_xxsmall.fna	800	1006	0.0	481589710	488065247
14	autoencoder	auto-enwik9-full-256.pt	256	enwik9	text.txt	6488666	6184668	786.6799926757812	564278454	16857177
15	autoencoder	auto-enwik9-full-256.pt	256	enwik9	text_large.txt	12977332	12369092	786.6173706054688	1079811645	6431677
16	autoencoder	auto-enwik9-full-256.pt	256	enwik9	text_xlarge.txt	25954664	24738184	786.6337890625	2163648216	8789889
17	autoencoder	auto-enwik9-full-128.pt	128	enwik9	text.txt	6488666	12774636	206.2792510986328	559830918	20974298
18	autoencoder	auto-enwik9-full-128.pt	128	enwik9	text_large.txt	12977332	25549272	206.24131774902344	1166762858	62279675
19	autoencoder	auto-enwik9-full-128.pt	128	enwik9	text_xlarge.txt	25954664	51098292	206.33023071289062	2161884920	54375265
20	cnn	cnn-enwik9-full-256.pt	256	enwik9	text_small.txt	1022	1561	0.0	827390609	666215221
21	cnn	cnn-enwik9-full-256.pt	256	enwik9	text_xsmall.txt	825	1268	0.0	669703293	539488777
22	cnn	cnn-enwik9-full-256.pt	256	enwik9	text_xxsmall.txt	492	790	0.0	327867710	327564434
23	cnn	cnn-enwik9-full-128.pt	128	enwik9	text_small.txt	1022	1129	0.0	647518999	620040573
24	cnn	cnn-enwik9-full-128.pt	128	enwik9	text_xsmall.txt	825	882	0.0	500985855	613062076
25	cnn	cnn-enwik9-full-128.pt	128	enwik9	text_xxsmall.txt	492	571	0.0	302816347	308070825