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Dialogue Segmentation on TIAGE

0.589Pk

GraphSeg

Updated 2d ago

Evaluation Results

Method	Links
GraphSeg 2026.05		0.589	0.65	47.2	-
BayesSeg 2026.05		0.549	0.707	48.3	-
SeCom 2026.01		0.523	0.408	39.7	0.465
Random 2026.05		0.518	0.661	42.8	-
Even 2026.05		0.508	0.666	42.2	-
UUPRP 2026.05		0.503	0.506	4.7	-
GraphSeg 2026.01		0.496	0.515	23.8	0.366
GreedySeg 2026.05		0.491	0.504	49.1	-
GreedySeg 2026.01		0.49	0.506	18.1	0.341
BayesSeg 2026.01		0.486	0.571	36.6	0.419
TeTNSP 2026.05		0.486	0.491	10.5	-
TextTiling 2026.01		0.469	0.488	20.4	0.363
TeTGlove 2026.05		0.468	0.475	63.9	-
T5 2026.05		0.463	0.472	8.4	-
FLAN-T5-Base 2026.05		0.459	0.459	0	-
Def-DTS 2026.01		0.455	0.282	42	0.526
DyDTS 2026.05		0.449	0.483	35.6	-
RetroTS-T5 2026.05		0.448	0.448	6.6	-
TeTCLS 2026.05		0.443	0.449	63.8	-
TeT 2026.05		0.442	0.449	64.2	-
S3-DST 2026.05		0.439	0.498	26.5	-
DialSTART 2026.05		0.438	0.499	38.3	-
T5 2026.05		0.431	0.436	11.2	-
BERT 2026.01		0.418	0.435	12.4	0.349
SumSeg 2026.05		0.41	0.422	58.1	-
UMLF 2026.05		0.407	0.444	-	-
CSM 2026.05		0.4	0.42	42.7	-
TextSeg 2026.05		0.393	0.393	44.9	-
CobSeg 2026.05		0.389	0.402	65.7	-
ES-Mem 2026.01		0.382	0.268	55.6	0.616
TOD-BERT 2026.05		0.365	0.385	52.9	-
RoBERTa 2026.05		0.322	0.337	53.2	-
BERT 2026.05		0.315	0.338	52.7	-
SUPRP 2026.05		0.313	0.375	46.9	-
FLAN-T5-Large 2026.05		0.311	0.335	48.5	-
CobSeg 2026.05		0.293	0.319	54.4	-
RetroTS-T5 2026.01		0.28	0.317	57.6	0.639
RoBERTa 2026.01		0.265	0.287	57.2	0.648
Def-DTS 2026.05		0.232	0.256	69.9	-