Video Captioning on ActivityNet Captions

Metric: METEOR (higher is better)

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#	Model↕	METEOR▼	Extra Data	Paper	Date↕	Code
1	VLTinT (ae-test split) C3D/Ling	17.97	No	VLTinT: Visual-Linguistic Transformer-in-Transfo...	2022-11-28	Code
2	VLCap (ae-test split) - Appearance + Language	17.48	No	VLCap: Vision-Language with Contrastive Learning...	2022-06-26	Code
3	Vid2Seq	17	Yes	Vid2Seq: Large-Scale Pretraining of a Visual Lan...	2023-02-27	Code
4	ADV-INF + Global	16.36	No	-	-	Code
5	COOT (ae-test split) - Only Appearance features	15.99	No	COOT: Cooperative Hierarchical Transformer for V...	2020-11-01	Code
6	MART (ae-test split) - Appearance + Flow	15.68	No	MART: Memory-Augmented Recurrent Transformer for...	2020-05-11	Code
7	Bi-directional+intra captioning	11.28	No	Team RUC_AIM3 Technical Report at Activitynet 20...	2020-06-14	-
8	GVL	10.03	No	Learning Grounded Vision-Language Representation...	2023-03-11	Code
9	TSRM-CMG-HRNN+SCST	9.71	No	Dense-Captioning Events in Videos: SYSU Submissi...	2020-06-21	Code
10	PDVC (TSP features, no SCST)	9.03	No	End-to-End Dense Video Captioning with Parallel ...	2021-08-17	Code
11	TSP	8.75	No	TSP: Temporally-Sensitive Pretraining of Video E...	2020-11-23	Code
12	CM²	8.55	No	Do You Remember? Dense Video Captioning with Cro...	2024-04-11	Code
13	BMT	8.44	No	A Better Use of Audio-Visual Cues: Dense Video C...	2020-05-17	Code
14	iPerceive (Chadha et al., 2020)	7.87	No	iPerceive: Applying Common-Sense Reasoning to Mu...	2020-11-16	-
15	MDVC	7.31	No	Multi-modal Dense Video Captioning	2020-03-17	Code