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

1	model_type	model_name	context_length	dataset_type	input_file_name	original_file_size	compressed_file_size	match_percentage	compression_time	decompression_time
2	autoencoder	auto-genome-full-256.pt	256	genome	genome.fna	4699745	4259288	0.045625027269124985	644452283	28897895
3	autoencoder	auto-genome-full-256.pt	256	genome	genome_large.fna	23498433	21295512	0.04565964266657829	1963998714	8635843
4	autoencoder	auto-genome-full-256.pt	256	genome	genome_xlarge.fna	46996793	42591024	0.04573816433548927	3876085182	11520930
5	autoencoder	auto-genome-full-128.pt	128	genome	genome.fna	4699745	9399552	0.06625784933567047	390820600	5763825
6	autoencoder	auto-genome-full-128.pt	128	genome	genome_large.fna	23498433	46996992	0.06624297052621841	1958507860	11799390
7	autoencoder	auto-genome-full-128.pt	128	genome	genome_xlarge.fna	46996793	93993728	0.06629720330238342	3870420958	18796104
8	cnn	cnn-genome-full-256.pt	256	genome	genome_small.fna	1367	1743	1.0	994341526	890558285
9	cnn	cnn-genome-full-256.pt	256	genome	genome_xsmall.fna	1043	1343	1.0	677182893	679331692
10	cnn	cnn-genome-full-256.pt	256	genome	genome_xxsmall.fna	800	1038	1.0	523037713	526992909
11	cnn	cnn-genome-full-128.pt	128	genome	genome_small.fna	1367	1682	1.0	825656141	822958302
12	cnn	cnn-genome-full-128.pt	128	genome	genome_xsmall.fna	1043	1300	1.0	634440381	636023619
13	cnn	cnn-genome-full-128.pt	128	genome	genome_xxsmall.fna	800	1006	1.0	484945375	488047643
14	autoencoder	auto-enwik9-full-256.pt	256	enwik9	text.txt	6488666	6184668	0.01631845347583294	539742390	7300344
15	autoencoder	auto-enwik9-full-256.pt	256	enwik9	text_large.txt	12977332	12369092	0.01635659858584404	1061523776	5894565
16	autoencoder	auto-enwik9-full-256.pt	256	enwik9	text_xlarge.txt	25954664	24738184	0.01636260747909546	2125073233	8342673
17	autoencoder	auto-enwik9-full-128.pt	128	enwik9	text.txt	6488666	12774636	0.03268468379974365	546880556	20773102
18	autoencoder	auto-enwik9-full-128.pt	128	enwik9	text_large.txt	12977332	25549272	0.032631129026412964	1068791093	63009268
19	autoencoder	auto-enwik9-full-128.pt	128	enwik9	text_xlarge.txt	25954664	51098292	0.03263767808675766	2136859999	59107591
20	cnn	cnn-enwik9-full-256.pt	256	enwik9	text_small.txt	1022	1561	1.0	675420011	669676566
21	cnn	cnn-enwik9-full-256.pt	256	enwik9	text_xsmall.txt	825	1268	1.0	538098125	541272812
22	cnn	cnn-enwik9-full-256.pt	256	enwik9	text_xxsmall.txt	492	790	1.0	324025733	328011609
23	cnn	cnn-enwik9-full-128.pt	128	enwik9	text_small.txt	1022	1129	1.0	619907688	627584572
24	cnn	cnn-enwik9-full-128.pt	128	enwik9	text_xsmall.txt	825	882	1.0	503575405	505329493
25	cnn	cnn-enwik9-full-128.pt	128	enwik9	text_xxsmall.txt	492	571	1.0	307748207	311888322