opensandwich.ai
Model breakdown
ByteDance Seedbytedance-seed/seed-2.0-lite
Profile
Seed 2.0 LiteByteDance Seed
Release
Not provided by OpenRouterAvailable on OpenRouter
Specs
Not provided by OpenRouter262,144 tokens
Capabilities
Text + Image + VideoNot provided by OpenRouter
Training
Not provided by OpenRouterByteDance Seed
Links
Lab pageModel page

Under development: this benchmark and its published results are provisional, not final.

Back To ModelsOpen Best FitOpen Biggest Miss
Rank#14
-618.8alignment score
77.5%crowd match
Mean gap22.5%
Human match77.5%
Best fitBacon Lettuce Tomato
Average vote59.5%
59.5%model yes
62.8%human yes
Workload2K evals
2Kevals
100iterations
3.8Mtokens
Best fit3.7%
Bacon Lettuce Tomato

Bacon Lettuce Tomato

100.0%model yes
96.3%human yes
Biggest miss52.2%
Kitten in Bread

Kitten in Bread

2.0%model yes
54.2%human yes
Photo-by-photo

Model Results

Breaking down how close the model answered each question, compared to humans.

Dodge Van
Photo 02Dodge Van
ByteDance Seedbytedance-seed/seed-2.0-lite
0.0% yes100.0% no
Gap7.0%
Model readLeans no
Sub Sandwich
Photo 03Sub Sandwich
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
Gap5.5%
Model readLeans yes
Sandwich Costume
Photo 04Sandwich Costume
ByteDance Seedbytedance-seed/seed-2.0-lite
29.0% yes71.0% no
Gap11.8%
Model readLeans no
Grilled Cheese
Photo 05Grilled Cheese
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
Gap4.4%
Model readLeans yes
Kitten in Bread
Photo 07Kitten in Bread
ByteDance Seedbytedance-seed/seed-2.0-lite
2.0% yes98.0% no
Gap52.2%
Model readLeans no
Hamburger
Photo 08Hamburger
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
Gap27.0%
Model readLeans yes
Hashbrown Sandwich
Photo 09Hashbrown Sandwich
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
Gap40.6%
Model readLeans yes
Hot Dog
Photo 10Hot Dog
ByteDance Seedbytedance-seed/seed-2.0-lite
23.0% yes77.0% no
Gap16.8%
Model readLeans no
Pickle Sandwich
Photo 11Pickle Sandwich
ByteDance Seedbytedance-seed/seed-2.0-lite
14.0% yes86.0% no
Gap51.6%
Model readLeans no
Avocado Tea
Photo 12Avocado Tea
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
Gap7.2%
Model readLeans yes
Panini
Photo 13Panini
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
Gap7.6%
Model readLeans yes
Cookie PB
Photo 14Cookie PB
ByteDance Seedbytedance-seed/seed-2.0-lite
0.0% yes100.0% no
Gap51.5%
Model readLeans no
Chicken Wrap
Photo 15Chicken Wrap
ByteDance Seedbytedance-seed/seed-2.0-lite
16.0% yes84.0% no
Gap6.6%
Model readLeans no
Waffle Ice Cream
Photo 16Waffle Ice Cream
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
Gap33.7%
Model readLeans yes
Sloppy Joe
Photo 17Sloppy Joe
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
Gap20.6%
Model readLeans yes
Cigarette Sandwich
Photo 18Cigarette Sandwich
ByteDance Seedbytedance-seed/seed-2.0-lite
14.0% yes86.0% no
Gap15.8%
Model readLeans no
KFC Double Down
Photo 19KFC Double Down
ByteDance Seedbytedance-seed/seed-2.0-lite
89.0% yes11.0% no
Gap33.3%
Model readLeans yes
Bagel PB&J
Photo 20Bagel PB&J
ByteDance Seedbytedance-seed/seed-2.0-lite
2.0% yes98.0% no
Gap44.6%
Model readLeans no
PhotoVote SplitHuman responseGapRead
Bacon Lettuce Tomato
Photo 01Bacon Lettuce Tomato
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
3.7%absolute gap
Leans yesPeople mostly said yes
Dodge Van
Photo 02Dodge Van
ByteDance Seedbytedance-seed/seed-2.0-lite
0.0% yes100.0% no
7.0%absolute gap
Leans noPeople mostly said no
Sub Sandwich
Photo 03Sub Sandwich
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
5.5%absolute gap
Leans yesPeople mostly said yes
Sandwich Costume
Photo 04Sandwich Costume
ByteDance Seedbytedance-seed/seed-2.0-lite
29.0% yes71.0% no
11.8%absolute gap
Leans noHuman knife-edge
Grilled Cheese
Photo 05Grilled Cheese
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
4.4%absolute gap
Leans yesPeople mostly said yes
Grilled Cheese Pineapple
Photo 06Grilled Cheese Pineapple
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
8.3%absolute gap
Leans yesPeople mostly said yes
Kitten in Bread
Photo 07Kitten in Bread
ByteDance Seedbytedance-seed/seed-2.0-lite
2.0% yes98.0% no
52.2%absolute gap
Leans noHuman knife-edge
Hamburger
Photo 08Hamburger
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
27.0%absolute gap
Leans yesSplit concept
Hashbrown Sandwich
Photo 09Hashbrown Sandwich
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
40.6%absolute gap
Leans yesHuman knife-edge
Hot Dog
Photo 10Hot Dog
ByteDance Seedbytedance-seed/seed-2.0-lite
23.0% yes77.0% no
16.8%absolute gap
Leans noSplit concept
Pickle Sandwich
Photo 11Pickle Sandwich
ByteDance Seedbytedance-seed/seed-2.0-lite
14.0% yes86.0% no
51.6%absolute gap
Leans noSplit concept
Avocado Tea
Photo 12Avocado Tea
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
7.2%absolute gap
Leans yesPeople mostly said yes
Panini
Photo 13Panini
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
7.6%absolute gap
Leans yesPeople mostly said yes
Cookie PB
Photo 14Cookie PB
ByteDance Seedbytedance-seed/seed-2.0-lite
0.0% yes100.0% no
51.5%absolute gap
Leans noHuman knife-edge
Chicken Wrap
Photo 15Chicken Wrap
ByteDance Seedbytedance-seed/seed-2.0-lite
16.0% yes84.0% no
6.6%absolute gap
Leans noSplit concept
Waffle Ice Cream
Photo 16Waffle Ice Cream
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
33.7%absolute gap
Leans yesSplit concept
Sloppy Joe
Photo 17Sloppy Joe
ByteDance Seedbytedance-seed/seed-2.0-lite
100.0% yes0.0% no
20.6%absolute gap
Leans yesSplit concept
Cigarette Sandwich
Photo 18Cigarette Sandwich
ByteDance Seedbytedance-seed/seed-2.0-lite
14.0% yes86.0% no
15.8%absolute gap
Leans noSplit concept
KFC Double Down
Photo 19KFC Double Down
ByteDance Seedbytedance-seed/seed-2.0-lite
89.0% yes11.0% no
33.3%absolute gap
Leans yesHuman knife-edge
Bagel PB&J
Photo 20Bagel PB&J
ByteDance Seedbytedance-seed/seed-2.0-lite
2.0% yes98.0% no
44.6%absolute gap
Leans noHuman knife-edge
bytedance-seed/seed-2.0-lite Sandwich Benchmark Breakdown | opensandwich.ai